{ "cells": [ { "cell_type": "markdown", "id": "alike-survivor", "metadata": {}, "source": [ "# Get test answers" ] }, { "cell_type": "code", "execution_count": 193, "id": "immediate-airline", "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import re \n", "from nltk.tokenize import TreebankWordTokenizer, sent_tokenize\n", "import string\n", "\n", "wt = TreebankWordTokenizer()\n", "\n", "dir='moviereviews'\n" ] }, { "cell_type": "code", "execution_count": 194, "id": "changed-prophet", "metadata": {}, "outputs": [], "source": [ "def flatten(lst):\n", " for el in lst:\n", " if isinstance(el, list):\n", " yield from el\n", " else:\n", " yield el" ] }, { "cell_type": "code", "execution_count": 215, "id": "crude-resolution", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['simplistic silly and tedious', 'it s so laddish and juvenile only teenage boys could possibly find it funny', 'exploitative and largely devoid of the depth or sophistication that would make watching such a graphic treatment of the crimes bearable']\n", "\n", "['the rock is destined to be the 21st century s new conan and that he s going to make a splash even greater than arnold schwarzenegger jeanclaud van damme or steven segal', 'the gorgeously elaborate continuation of the lord of the rings trilogy is so huge that a column of words can not adequately describe cowriterdirector peter jackson s expanded vision of j', 'r']\n", "\n", "['an intermittently pleasing but mostly routine effort', 'kidman is really the only thing that s worth watching in birthday girl a film by the stagetrained jez butterworth lrb mojo rrb that serves as yet another example of the sad decline of british comedies in the postfull monty world', 'once you get into its rhythm the movie becomes a heady experience']\n" ] } ], "source": [ "with open('{}/rt-polarity.neg'.format('.'), encoding=\"latin-1\") as negfile:\n", " neglines=negfile.readlines()\n", "neglines = flatten([sent_tokenize(x) for x in neglines])\n", "neglines = [' '.join(wt.tokenize(x.lower(), convert_parentheses=True)) for x in neglines]\n", "neglines = [x.lower().translate(str.maketrans('', '', string.punctuation)) for x in neglines]\n", "neglines = [re.sub('\\s+', ' ', x).strip() for x in neglines]\n", "print(neglines[:3]) \n", "\n", "print()\n", "with open('{}/rt-polarity.pos'.format('.'), encoding=\"latin-1\") as posfile:\n", " poslines=posfile.readlines()\n", "poslines = flatten([sent_tokenize(x) for x in poslines])\n", "poslines = [' '.join(wt.tokenize(x.lower(), convert_parentheses=True)) for x in poslines]\n", "#poslines = [re.sub('\\. \\. \\.', '...', x.lower()) for x in poslines]\n", "poslines = [x.lower().translate(str.maketrans('', '', string.punctuation)) for x in poslines]\n", "poslines = [re.sub('\\s+', ' ', x).strip() for x in poslines]\n", "print(poslines[:3]) \n", "\n", "print()\n", "test=pd.read_csv('{}/test.tsv'.format(dir), sep='\\t', engine='python')\n", "#print(test.loc['Phrase'])\n", "#print(test['Phrase'])\n", "#testlines = [re.sub(pattern, '', x.lower()) for x in test['Phrase']]\n", "#testlines = [' '.join(wt.tokenize(x, convert_parentheses=True)) for x in testlines]\n", "testlines = [x for x in test['Phrase']]\n", "testlines = [x.lower().translate(str.maketrans('', '', string.punctuation)) for x in testlines]\n", "testlines = [re.sub('\\s+', ' ', x).strip() for x in testlines]\n", "\n", "print(testlines[:3])\n" ] }, { "cell_type": "code", "execution_count": 218, "id": "fleet-outdoors", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2 -- ##once you get into its rhythm the movie becomes a heady experience## -----> not found...\n", "10 -- ##it suggests the wideranging effects of media manipulation from the kind of reporting that is done by the supposedly liberal media to the intimate and ultimately tragic heartache of maverick individuals like hatfield and hicks## -----> not found...\n", "18 -- ##a depressing confirmation of everything those of us who do nt object to the description unelected have suspected all along george w bush is an incurious uncharismatic overgrown frat boy with a mean streak a mile wide## -----> not found...\n", "62 -- ##hubac s## -----> not found...\n", "80 -- ##a onetrick pony whose few ta bits still ca nt save itself from being unoriginal unfunny and unrecommendable## -----> not found...\n", "85 -- ##scotland pa blurs the line between black comedy and black hole## -----> not found...\n", "87 -- ##lrb a rrb rare beautiful film## -----> not found...\n", "98 -- ##it is ridiculous of course but it is also refreshing disarming and just outright enjoyable despite its ridiculousness## -----> not found...\n", "113 -- ##the minor figures surrounding lrb bobby rrb form a gritty urban mosaic## -----> not found...\n", "114 -- ##lrb drumline rrb is entertaining for what it does and admirable for what it does nt do## -----> not found...\n", "119 -- ##uncertain in tone a garbled exercise in sexual politics a junior varsity short cuts by way of very bad things## -----> not found...\n", "121 -- ##cuts right through the bs giving a big middlefingered shut up to those who talk up what is nothing more than two guys beating the hell outta one another## -----> not found...\n", "122 -- ##even legends like alfred hitchcock and john huston occasionally directed trifles so it s no surprise to see a worldclass filmmaker like zhang yimou behind the camera for a yarn that s ultimately rather inconsequential## -----> not found...\n", "141 -- ##even by dumb actionmovie standards ballistic ecks vs sever is a dumb action movie## -----> not found...\n", "160 -- ##it s the kind of movie that ends up festooning us art house screens for no reason other than the fact that it s in french lrb well mostly rrb with english subtitles and is magically significant because of that## -----> not found...\n", "179 -- ##lrb schweiger is rrb talented and terribly charismatic qualities essential to both movie stars and social anarchists## -----> not found...\n", "187 -- ##the cartoon is about as true to the spirit of the festival of lights as mr deeds was to that of frank capra## -----> not found...\n", "196 -- ##movie fans get ready to take off the other direction## -----> not found...\n", "211 -- ##this time mr burns is trying something in the martin scorsese streetrealist mode but his selfregarding sentimentality trips him up again## -----> not found...\n", "232 -- ##what the director ca nt do is make either of val kilmer s two personas interesting or worth caring about## -----> not found...\n", "236 -- ##whether lrb binoche and magimel rrb are being charming or angstridden they easily fill their scenes and fine judges both never overcook the hysteria## -----> not found...\n", "241 -- ##notorious cho has oodles of vulgar highlights## -----> not found...\n", "264 -- ##a clutchy indulgent and pretentious travelogue and diatribe against well just stuff## -----> not found...\n", "278 -- ##lrb villeneuve rrb seems to realize intuitively that even morality is reduced to an option by the ultimate mysteries of life and death## -----> not found...\n", "309 -- ##lrb u rrb nrelentingly stupid## -----> not found...\n", "312 -- ##unfortunately as a writer mr montias is nt nearly as good to his crew as he is as a director or actor## -----> not found...\n", "343 -- ##a gob of drivel so sickly sweet even the eager consumers of moore s pasteurized ditties## -----> not found...\n", "355 -- ##lrb morgan rrb judd and franklin ca nt save the script rooted in a novel by joseph finder from some opportunism## -----> not found...\n", "366 -- ##the film starts out as competent but unremarkable and gradually grows into something of considerable power## -----> not found...\n", "368 -- ##a pleasant ramble through the sort of idoosyncratic terrain that errol morris has often dealt with it does possess a loose lackadaisical charm## -----> not found...\n", "371 -- ##i m sure if you re a hartley fan you might enjoy yourself me i did nt care for it## -----> not found...\n", "377 -- ##despite the premise of a good story it wastes all its star power on cliched or meaningless roles## -----> not found...\n", "409 -- ##there are a few stabs at absurdist comedy but mostly the humor is of the sweet gentle and occasionally cloying kind that has become an iranian specialty## -----> not found...\n", "422 -- ##it helps that lil bow wow tones down his pintsized gangsta act to play someone who resembles a real kid## -----> not found...\n", "432 -- ##a sequence of ridiculous shoot em up scenes## -----> not found...\n", "442 -- ##as a randy film about sexy people in gorgeous places## -----> not found...\n", "445 -- ##its grossout gags and colorful set pieces are of course stultifyingly contrived and too stylized by half## -----> not found...\n", "481 -- ##like the chelsea s denizens burdette s collageform scenario tends to overromanticize the spiritual desolation of the struggling artiste## -----> not found...\n", "522 -- ##for a shoot em up ballistic is oddly lifeless## -----> not found...\n", "568 -- ##if there s nothing fresh about wannabes which was written by mr demeo who produced and directed the film with charles a addessi much of the time the movie feels authentic## -----> not found...\n", "599 -- ##while lrb hill rrb has learned new tricks the tricks alone are not enough to salvage this lifeless boxing film## -----> not found...\n", "600 -- ##by candidly detailing the politics involved in the creation of an extraordinary piece of music lrb jones rrb calls our attention to the inherent conflict between commerce and creativity## -----> not found...\n", "603 -- ##has a shambling charm a cheerfully inconsequential diversion## -----> not found...\n", "608 -- ##lrb broomfield rrb uncovers a story powerful enough to leave the screen sizzling with intrigue## -----> not found...\n", "613 -- ##never lrb sinks rrb into exploitation## -----> not found...\n", "614 -- ##the problem is that rather than dramatizing this premise mr desplechin is content to state it## -----> not found...\n", "632 -- ##lrb a rrb hollywood sheen bedevils the film from the very beginning lrb but rrb lohman s moist deeply emotional eyes shine through this bogus veneer## -----> not found...\n", "633 -- ##earnest but earthbound a slow soggy soporific visually dank crime melodramacharacter study that would be more at home on the small screen but for its stellar cast## -----> not found...\n", "645 -- ##does nt offer much besides glib soullessness raunchy language and a series of brutal set pieces that raise the bar on stylized screen violence## -----> not found...\n", "648 -- ##lrb grant s rrb bumbling magic takes over the film and it turns out to be another winning star vehicle## -----> not found...\n", "651 -- ##that at one point they literally upset an apple cart## -----> not found...\n", "669 -- ##occasionally funny always very colorful and## -----> not found...\n", "687 -- ##dreary highly annoying some body will appeal to no one## -----> not found...\n", "709 -- ##there s tremendous energy from the cast a sense of playfulness and excitement that seems appropriate## -----> not found...\n", "720 -- ##an enchanting film that presents an audacious tour of the past and takes within its warm embrace the bounties of cultural artifacts inside st petersburg s hermitage museum## -----> not found...\n", "750 -- ##the sociohistopolitical treatise is told in earnest strides lrb and rrb personal illusion is deconstructed with poignancy## -----> not found...\n", "752 -- ##even if the ride s a little bumpy with a final lap that s all too suspiciously smooth you gotta give director roger michell best known for the superfluous notting hill credit for trying## -----> not found...\n", "778 -- ##once lrb kim rrb begins to overplay the shock tactics and baitandtackle metaphors you may decide it s too high a price to pay for a shimmering picture postcard## -----> not found...\n", "791 -- ##the draw lrb for big bad love rrb is a solid performance by arliss howard## -----> not found...\n", "806 -- ##in imax 3d## -----> not found...\n", "809 -- ##some like ballistic arrive stillborn looking like the beaten wellworn video box cover of seven years into the future## -----> not found...\n", "810 -- ##lrb gai rrb comes closer to any actress i can remember to personifying independence in its purest and yes most intimidating form## -----> not found...\n", "816 -- ##nelson s brutally unsentimental approach sucks the humanity from the film leaving behind an horrific but weirdly unemotional spectacle## -----> not found...\n", "822 -- ##with recent tensions rekindled by the kathleen soliah trial and the upcoming trial of sla members emily and william harris not to mention sept 11 its difficult these days to appreciate fire s bright side## -----> not found...\n", "847 -- ##mr wedge and mr saldanha handle the mix of verbal jokes and slapstick well## -----> not found...\n", "868 -- ##maybe it s just because this past year has seen the release of some of the worst film comedies in decades but honestly analyze that really is nt all that bad## -----> not found...\n", "878 -- ##lrb t rrb hose same extremes prevent us from taking its message seriously and the stepford wives mentality does nt work in a modern context## -----> not found...\n", "887 -- ##would nt one about their famous dad author of death in venice etc be more valuable## -----> not found...\n", "900 -- ##the best that can be said about the work here of scottish director ritchie is that he obviously does nt have his heart in it## -----> not found...\n", "923 -- ##there is an almost poignant dimension to the way that every major stunt seagal s character performs is shot from behind as if it could fool us into thinking that we re not watching a double## -----> not found...\n", "939 -- ##audrey tatou has a knack for picking roles that magnify her outrageous charm and## -----> not found...\n", "982 -- ##lrb hawn s character rrb is so bluntly written without a trace of sentimentality and so blisteringly defined that every other character seems overlooked and underwritten## -----> not found...\n", "1006 -- ##a soggy shapeless mess just a dumb excuse for a waterlogged equivalent of a hauntedhouse movie## -----> not found...\n", "1008 -- ##possession is elizabeth barrett browning meets nancy drew and it s directed by neil labute## -----> not found...\n", "1021 -- ##while undisputed is nt exactly a high it is a gripping tidy little movie that takes mr hill higher than he s been in a while## -----> not found...\n", "1022 -- ##offers very little genuine romance and even fewer laughs a sad sitcom of a movie largely devoid of charm## -----> not found...\n", "1035 -- ##like a tonedeaf singer at a benefit concert john q is a bad movie appearing on behalf of a good cause## -----> not found...\n", "1042 -- ##while it s genuinely cool to hear characters talk about early rap records lrb sugar hill gang etc rrb the constant referencing of hiphop arcana can alienate even the savviest audiences## -----> not found...\n", "1048 -- ##an inspiring and heartaffecting film about the desperate attempts of vietnamese refugees living in us relocation camps to keep their hopes alive in 1975## -----> not found...\n", "1064 -- ##lrb chaiken s rrb talent lies in an evocative accurate observation of a distinctive milieu and in the lively convincing dialogue she creates for her characters## -----> not found...\n", "1108 -- ##wellnigh unendurable though the picture strains to become cinematic poetry it remains depressingly prosaic and dull## -----> not found...\n", "1113 -- ##a mess when it comes to the characters and writing but works its way underneath the skin like few movies have in recent memory## -----> not found...\n", "1123 -- ##far from perfect but its heart is in the right place innocent and wellmeaning## -----> not found...\n", "1133 -- ##makes for some truly odd at times confusing kids entertainment but at least this time there s some centered storytelling to go along with all the weird stuff## -----> not found...\n", "1137 -- ##choose your reaction a rrb that sure is funny## -----> not found...\n", "1146 -- ##ahhhh revenge is sweet## -----> not found...\n", "1147 -- ##flawed but worthy look at life in us relocation camps## -----> not found...\n", "1149 -- ##lrb a rrb shapeless blob of desperate entertainment## -----> not found...\n", "1190 -- ##we need lrb moore s rrb noisy cocky energy his passion and class consciousness we need his shticks we need his stones## -----> not found...\n", "1210 -- ##despite apparent motives to the contrary it ends up being like lrb seinfeld s rrb revered tv show about pretty much nothing## -----> not found...\n", "1220 -- ##thankfully the film which skirts that rapidly deteriorating line between fantasy and reality takes a tongueincheek attitude even as it pushes the croc hunter agenda## -----> not found...\n", "1222 -- ##although very much like the first movie based on jk rowling s phenomenal fantasy best sellers this second goround possesses a quite pleasing headlong thrust and a likably delinquent attitude## -----> not found...\n", "1231 -- ##focuses on joan s raging hormones and sledgehammers the audience with spanish inquisitions about her madness so much that i became mad that i wasted 123 minutes and 950 on this 21st century torture device## -----> not found...\n", "1236 -- ##as conceived by mr schaeffer christopher and grace are little more than collections of quirky traits lifted from a screenwriter s outline and thrown at actors charged with the impossible task of making them jell## -----> not found...\n", "1259 -- ##b rrb that sure is pathetic## -----> not found...\n", "1273 -- ##for the first time in several years mr allen has surpassed himself with the magic he s spun with the hollywood empress of ms leoni s ellie## -----> not found...\n", "1276 -- ##mr parker has brilliantly updated his source and grasped its essence composing a sorrowful and hilarious tone poem about alienated labor or an absurdist workplace sitcom## -----> not found...\n", "1281 -- ##mr tsai is a very original artist in his medium and what time is it there## -----> not found...\n", "1286 -- ##as a director mr ratliff wisely rejects the temptation to make fun of his subjects## -----> not found...\n", "1290 -- ##a shambles of a movie visually unattractive unbearably loud and utterly silly its hilarity is completely unintentional## -----> not found...\n", "1301 -- ##stealing harvard is evidence that the farrelly bros peter and bobby and their brand of screen comedy are wheezing to an end along with green s halfhearted movie career## -----> not found...\n", "1313 -- ##apallingly absurd the chemistry or lack thereof between newton and wahlberg could turn an imax theater into a 9 black and white portable tv## -----> not found...\n", "1328 -- ##the format gets used best to capture the dizzying heights achieved by motocross and bmx riders whose balletic hotdogging occasionally ends in bonecrushing screwups## -----> not found...\n", "1333 -- ##if you re not the target demographic this movie is one long chickflick slog## -----> not found...\n", "1362 -- ##the saturation bombing of reggio s images and glass evocative music ultimately leaves viewers with the task of divining meaning## -----> not found...\n", "1363 -- ##has something to say but it is a statement and issue worthy of a much more thoughtfulness and insight than a melodramatic and wholly predictable thriller## -----> not found...\n", "1373 -- ##ms fulfordwierzbicki is almost spooky in her sulky calculating lolita turn## -----> not found...\n", "1374 -- ##collateral damage is despite its alleged provocation post9 11 an antique in the end## -----> not found...\n", "1393 -- ##collateral damage goes by the numbers and reps decent action entertainment until the silly showdown ending that forces the viewer to totally suspend disbelief## -----> not found...\n", "1403 -- ##lrb t rrb his beguiling belgian fable very much its own droll and delicate little film has some touching things to say about what is important in life and why## -----> not found...\n", "1421 -- ##complex affecting and uniquely## -----> not found...\n", "1424 -- ##for all its serious sense of purpose lrb it rrb finds a way to lay bare the tragedies of its setting with a good deal of warmth and humor## -----> not found...\n", "1429 -- ##as lrb the characters rrb get more depressed the story gets more tiresome especially as it continues to mount a conspicuous effort to be profound## -----> not found...\n", "1433 -- ##it s endearing to hear madame d refer to her husband as jackie and he does make for excellent company not least as a selfconscious performer## -----> not found...\n", "1444 -- ##even if you do nt think lrb kissinger s rrb any more guilty of criminal activity than most contemporary statesmen he d sure make a courtroom trial great fun to watch## -----> not found...\n", "1445 -- ##whenever its story is nt bogged down by idiocy involving the cia and a lost us satellite hunter starring irwin and his american wifecolleague terri is a movie children should enjoy## -----> not found...\n", "1460 -- ##the cast is uniformly excellent but the film itself is merely mildly charming## -----> not found...\n", "1466 -- ##lrb a rrb n utterly charming and hilarious film that reminded me of the best of the disney comedies from the 60s## -----> not found...\n", "1472 -- ##directed the stage version of elling and gets fine performances from his two leads who originated the characters on stage## -----> not found...\n", "1522 -- ##the cast is so lowwattage that none of the characters comes off as big and the setting remains indistinct## -----> not found...\n", "1527 -- ##might have been better off as a documentary with less of mr eyre s uninspired dramatics and more of his sense of observation and outrage## -----> not found...\n", "1531 -- ##a cockamamie tone poem pitched precipitously between swoony lyricism and violent catastrophe the most aggressively nervewracking and screamingly neurotic romantic comedy in cinema history## -----> not found...\n", "1534 -- ##dj qualls as indiana jones## -----> not found...\n", "1536 -- ##lrb fessenden rrb is much more into ambiguity and creating mood than he is for on screen thrills## -----> not found...\n", "1543 -- ##lrb director rrb byler may yet have a great movie in him but charlotte sometimes is only half of one## -----> not found...\n", "1545 -- ##yakusho and shimizu create engaging characterizations in imamura s lively and enjoyable cultural mix## -----> not found...\n", "1563 -- ##lrb i rrb f you ve been to more than one indie flick in your life chances are you ve already seen this kind of thing## -----> not found...\n", "1574 -- ##lrb d rrb oes nt bother being as cloying or preachy as equivalent evangelical christian movies maybe the filmmakers know that the likely audience will already be among the faithful## -----> not found...\n", "1604 -- ##as a rumor of angels reveals itself to be a sudsy tub of supernatural hokum not even ms redgrave s noblest efforts can redeem it from hopeless sentimentality## -----> not found...\n", "1618 -- ##what could have become just another cautionary fable is allowed to play out as a clever charming tale as pleasantly in its own way as its selfdramatizing characters## -----> not found...\n", "1620 -- ##hayek is stunning as frida and a starmaking project## -----> not found...\n", "1629 -- ##a baffling misfire and possibly the weakest movie lrb woody allen rrb has made in the last twenty years## -----> not found...\n", "1643 -- ##the script kicks in and mr hartley s distended pace and footdragging rhythms follow## -----> not found...\n", "1644 -- ##lrb w rrb hile long on amiable monkeys and worthy environmentalism jane goodall s wild chimpanzees is short on the thrills the oversize medium demands## -----> not found...\n", "1647 -- ##instead of kicking off the intrigue and suspense and mystery of the whole thing hart s war like the st louis rams in the super bowl waits until after halftime to get started## -----> not found...\n", "1651 -- ##in scope ambition and accomplishment children of the century takes kurys career to a whole new level## -----> not found...\n", "1658 -- ##chaotic selfindulgent and remarkably ugly to look at it s like a series of pretentiously awful student films strung together into one featurelength horror## -----> not found...\n", "1664 -- ##too restrained to be a freak show too mercenary and obvious to be cerebral too dull and pretentious to be engaging the isle defies an easy categorization## -----> not found...\n", "1667 -- ##sits uneasily as a horror picture but finds surprising depth in its look at the binds of a small family## -----> not found...\n", "1670 -- ##somehow we re meant to buy that this doting mother would shun her kids travel to one of the most dangerous parts of the world don fatigues and become gi jane## -----> not found...\n", "1675 -- ##but the power of these lrb subjects rrb is obscured by the majority of the film that shows a stationary camera on a subject that could be mistaken for giving a public oration rather than contributing to a film s narrative## -----> not found...\n", "1683 -- ##if you re a wwf fan or you related to the people who watched the robots getting butchered in ai you ll probably like rollerball## -----> not found...\n", "1702 -- ##though the book runs only about 300 pages it is so densely packed that even an ambitious adaptation and elaborate production like mr schepisi s seems skimpy and unclear## -----> not found...\n", "1720 -- ##jones does offer a brutal form of charisma## -----> not found...\n", "1741 -- ##despite impeccable acting and a script that takes some rather unexpected lrb even at times preposterous rrb turns love is just too too precious in the end## -----> not found...\n", "1745 -- ##lrb t rrb here s only so much anyone can do with a florid overplotted anne rice rock n roll vampire novel before the builtin silliness of the whole affair defeats them## -----> not found...\n", "1756 -- ##acting particularly by tambor almost makes never again worthwhile but lrb writerdirector rrb schaeffer should follow his titular advice## -----> not found...\n", "1771 -- ##when lrb de palma s rrb bad he s really bad and femme fatale ranks with the worst he has done## -----> not found...\n", "1781 -- ##a dreary incoherent selfindulgent mess of a movie in which a bunch of pompous windbags drone on inanely for two hours a cacophony of pretentious meaningless prattle## -----> not found...\n", "1787 -- ##sheridan smoothes over sources of conflict that could have lent the film a bit more depth## -----> not found...\n", "1793 -- ##it would nt be my preferred way of spending 100 minutes or 700## -----> not found...\n", "1805 -- ##farrell thankfully manages to outshine the role and successfully plays the foil to willis s worldweary colonel## -----> not found...\n", "1825 -- ##comes uncomfortably close to coasting in the treads of the bicycle thief## -----> not found...\n", "1833 -- ##philip k dick must be turning in his grave along with my stomach## -----> not found...\n", "1873 -- ##this bold and lyrical first feature from raja amari expands the pat notion that middleaged women just wanna have fun into a rousing treatise of sensual empowerment## -----> not found...\n", "1878 -- ##if somebody was bored and decided to make a dull pretentious version of jesus son they d come up with something like bart freundlich s world traveler## -----> not found...\n", "1880 -- ##i saw knockaround guys yesterday and already the details have faded like photographs from the spanishamerican war it s so unmemorable that it turned my ballpoint notes to invisible ink## -----> not found...\n", "1888 -- ##beyond a handful of mildly amusing lines there just is nt much to laugh at## -----> not found...\n", "1897 -- ##no currency## -----> not found...\n", "1903 -- ##a lackluster unessential sequel to the classic disney adaptation of jm barrie s peter pan## -----> not found...\n", "1905 -- ##proof that a thriller can be sleekly shot expertly cast paced with crisp professionalism and still be a letdown if its twists and turns hold no more surprise than yesterday s weather report## -----> not found...\n", "1906 -- ##unfortunately it appears that lrb jackie rrb chan s us influence is starting to show in his hong kong films## -----> not found...\n", "1910 -- ##there s suspension of disbelief and then there s bad screenwriting this film packs a wallop of the latter## -----> not found...\n", "1911 -- ##uncommonly stylish but equally silly the picture fails to generate much suspense nor does it ask searching enough questions to justify its pretensions## -----> not found...\n", "1924 -- ##sturdy entertaining period drama both caine and fraser have their moments## -----> not found...\n", "1925 -- ##lrb a rrb strained comedy that jettisons all opportunities for rock to make his mark by serving up the usual chaotic nonsense## -----> not found...\n", "1936 -- ##a solid film but more conscientious than it is truly stirring## -----> not found...\n", "1937 -- ##macdowell whose wifty southern charm has anchored lighter affairs brings an absolutely riveting conviction to her role## -----> not found...\n", "1942 -- ##a recipe for cinematic disaster part quentin tarantino part guy ritchie and part 1960s spy spoof it s all bad## -----> not found...\n", "1957 -- ##there s something auspicious and daring too about the artistic instinct that pushes a majorityoriented director like steven spielberg to follow ai with this challenging report so liable to unnerve the majority## -----> not found...\n", "1959 -- ##like being trapped at a perpetual frat party how can something so gross be so boring## -----> not found...\n", "1963 -- ##feature debuter dj caruso directs a crack ensemble cast bringing screenwriter tony gayton s narcotics noir to life## -----> not found...\n", "1967 -- ##the soinept it s surreal dubbing lrb featuring the voices of glenn close regis philbin and breckin meyer rrb brings back memories of cheesy old godzilla flicks## -----> not found...\n", "1972 -- ##lrb lawrence bounces rrb all over the stage dancing running sweating mopping his face and generally displaying the wacky talent that brought him fame in the first place## -----> not found...\n", "1982 -- ##genuine insight## -----> not found...\n", "1984 -- ##stephen rea aidan quinn and alan bates play desmond s legal eagles and when joined by brosnan the sight of this grandiloquent quartet lolling in pretty irish settings is a pleasant enough thing tis## -----> not found...\n", "1985 -- ##the intent is almost exactly the same lrb as the full monty rrb## -----> not found...\n", "1994 -- ##half of it is composed of snappy patter and pseudosophisticated cultural observations while the remainder would be more at home on a daytime television serial## -----> not found...\n", "2006 -- ##nair stuffs the film with dancing henna ornamentation and group song but## -----> not found...\n", "2012 -- ##lrb nelson s rrb movie about morally compromised figures leaves viewers feeling compromised unable to find their way out of the fog and the ashes## -----> not found...\n", "2030 -- ##despite what anyone believes about the goal of its makers the show represents a spectacular piece of theater and there s no denying the talent of the creative forces behind it## -----> not found...\n", "2066 -- ##this time out lrb sade rrb is an unsettlingly familiar figure in turns loyal and deceitful responsible and reckless idealistically selfless and coldly selfinterested## -----> not found...\n", "2067 -- ##lrb serry rrb wants to blend politics and drama an admirable ambition## -----> not found...\n", "2102 -- ##has a plot full of twists upon knots and a nonstop parade of mocktarantino scuzbag types that starts out clever but veers into overkill## -----> not found...\n", "2107 -- ##those who would follow haneke on his creepy explorations are rewarded by brutal committed performances from huppert and magimel## -----> not found...\n", "2123 -- ##when it really counts bloody sunday connects on a visceral level that transcends language## -----> not found...\n", "2126 -- ##happily for mr chin though unhappily for his subjects the invisible hand of the marketplace wrote a script that no human screenwriter could have hoped to match## -----> not found...\n", "2147 -- ##on the right track to something that s creepy and effective it s just going to take more than a man in a bullwinkle costume to get there## -----> not found...\n", "2152 -- ##without nonstop techno or the existential overtones of a kieslowski morality tale## -----> not found...\n", "2163 -- ##the vampire thriller blade ii starts off as a wild hoot and then sucks the blood out of its fun toward the end you can feel your veins cringing from the workout## -----> not found...\n", "2171 -- ##holm embodies the character with an effortlessly regal charisma## -----> not found...\n", "2210 -- ##even when foreign directors borrow stuff from hollywood they invariably shake up the formula and make it more interesting## -----> not found...\n", "2216 -- ##it is by conventional standards a fairly terrible movie but it is also weirdly fascinating a readymade eurotrash cult object## -----> not found...\n", "2220 -- ##there s no denying the physically spectacular qualities of the film or the emotional integrity of the performances## -----> not found...\n", "2226 -- ##remember the kind of movie we were hoping ecks vs sever or xxx was going to be## -----> not found...\n", "2230 -- ##watstein handily directs and edits around his screenplay s sappier elements and sustains off the hook s buildup with remarkable assuredness for a firsttimer## -----> not found...\n", "2270 -- ##a very stylish but ultimately extremely silly tale a slick piece of nonsense but nothing more## -----> not found...\n", "2271 -- ##a working class us vs them opera that leaves no heartstring untugged and no liberal cause unplundered## -----> not found...\n", "2282 -- ##as written by michael berg and michael j wilson from a story by wilson this relentless allwiseguysallthetime approach tries way too hard and gets tiring in no time at all## -----> not found...\n", "2291 -- ##one of lrb herzog s rrb least inspired works## -----> not found...\n", "2294 -- ##the overall effect is so completely inane that one would have to be mighty bored to even think of staying with this for more than say ten make that three minutes## -----> not found...\n", "2306 -- ##de niro is a veritable source of sincere passion that this hollywood contrivance orbits around## -----> not found...\n", "2336 -- ##lrb anderson rrb uses a hitormiss aesthetic that hits often enough to keep the film entertaining even if none of it makes a lick of sense## -----> not found...\n", "2355 -- ##lrb it s rrb difficult to get beyond the overall blandness of american chai despite its likable performances and refreshingly naive point of view## -----> not found...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2374 -- ##all ms jovovich as the sanctified heroine has to do is look radiant grimly purposeful and mildly alarmed while forcing open doors wielding wrenches and fleeing monsters## -----> not found...\n", "2377 -- ##roman coppola may never become the filmmaker his dad was but heck few filmmakers will## -----> not found...\n", "2383 -- ##as a witness to several greekamerican weddings but happily a victim of none i can testify to the comparative accuracy of ms vardalos memories and insights## -----> not found...\n", "2388 -- ##never quite transcends jokester status and the punchline does nt live up to barry s deadeyed perfectly chilled delivery## -----> not found...\n", "2396 -- ##lrb a rrb superbly controlled passionate adaptation of graham greene s 1955 novel## -----> not found...\n", "2403 -- ##remains a solid if somewhat heavyhanded account of the neardisaster done up by howard with a steady if not very imaginative hand## -----> not found...\n", "2423 -- ##lrb newton rrb wanders through charlie completely unaware she needs to show some presence and star quality## -----> not found...\n", "2424 -- ##makes sm seem very romantic and maggie gyllenhaal is a delight## -----> not found...\n", "2425 -- ##lrb but it s rrb worth recommending because of two marvelous performances by michael caine and brendan fraser## -----> not found...\n", "2431 -- ##lrb two rrb fairly dull contrasting and interlocking stories about miserable scandinavian settlers in 18thcentury canada and yuppie sailboaters in the here and now## -----> not found...\n", "2441 -- ##the movie achieves as great an impact by keeping these thoughts hidden as lrb quills rrb did by showing them## -----> not found...\n", "2485 -- ##pumpkin means to be an outrageous dark satire on fraternity life but its ambitions far exceed the abilities of writer adam larson broder and his codirector tony r abrams in their feature debut## -----> not found...\n", "2505 -- ##vera s three actors## -----> not found...\n", "2523 -- ##the furious coherence that lrb deniro rrb brings to this part only underscores the fuzzy sentimentality of the movie itself which feels as it plods toward the end less like a movie than like the filmed reading of a script in need of polishing## -----> not found...\n", "2524 -- ##lrb majidi rrb makes us think twice about immigrants we see around us every day## -----> not found...\n", "2531 -- ##romanek keeps the film constantly taut reflecting the character s instability with a metaphorical visual style and an unnerving heartbeatlike score## -----> not found...\n", "2543 -- ##why come up with something even quasioriginal when you can pillage from shirley jackson richard matheson and puke up something like rose red## -----> not found...\n", "2556 -- ##helmer devito attempts to do too many things in this story about ethics payola vice murder kids tv and revenge## -----> not found...\n", "2563 -- ##abandon all hope ye who enter here you should definitely let dante s gloomy words be your guide## -----> not found...\n", "2571 -- ##if you dig on david mamet s mind tricks rent this movie and enjoy## -----> not found...\n", "2573 -- ##even those of a single digit age will be able to recognize that this story is too goofy even for disney## -----> not found...\n", "2609 -- ##fisher has bared his soul and confronted his own shortcomings here in a way that feels very human and very true to life## -----> not found...\n", "2616 -- ##us audiences may find lrb attal and gainsbourg s rrb unfamiliar personas give the film an intimate and quaint reality that is a little closer to human nature than what hollywood typically concocts## -----> not found...\n", "2630 -- ##is nt quite the equal of woo s best earlier work but it s easily his finest american film comes close to recapturing the brilliance of his hong kong films## -----> not found...\n", "2641 -- ##even diehard fans of japanese animation will find this one a challenge## -----> not found...\n", "2690 -- ##lrb director peter rrb jackson and his crew have so steeped themselves in the majesty of tolkien s writing that every frame produces new joys whether you re a fan of the books or not## -----> not found...\n", "2698 -- ##lrb sen s rrb soap operaish approach undermines his good intentions## -----> not found...\n", "2703 -- ##director andrew niccol demonstrates a wry understanding of the quirks of fame## -----> not found...\n", "2704 -- ##lrb plays rrb in broad outline as pandering middleage buddycomedy## -----> not found...\n", "2724 -- ##a boring formulaic mix of serial killers and stalk n slash## -----> not found...\n", "2725 -- ##a compelling journey and his best friend remembers is up there with the finest of specials## -----> not found...\n", "2751 -- ##one of the best films of the year with its exploration of the obstacles to happiness faced by five contemporary individuals a psychological masterpiece## -----> not found...\n", "2765 -- ##davis is so enamored of her own creation that she ca nt see how insufferable the character is## -----> not found...\n", "2768 -- ##shadyac shoots his film like an m night shyamalan movie and he frequently maintains the same snail s pace he just forgot to add any genuine tension## -----> not found...\n", "2769 -- ##do you## -----> not found...\n", "2794 -- ##lrb it s rrb a prison soccer movie starring charismatic tough guy vinnie jones but it had too much spitting for me to enjoy## -----> not found...\n", "2821 -- ##this idea has lost its originality and neither star appears very excited at rehashing what was basically a onejoke picture## -----> not found...\n", "2822 -- ##lrb e rrb ventually every idea in this film is flushed down the latrine of heroism## -----> not found...\n", "2831 -- ##it s lrb ricci s rrb best work yet this girlwoman who sincerely believes she can thwart the world s misery with blind good will## -----> not found...\n", "2839 -- ##jaglom put lrb s rrb the audience in the privileged position of eavesdropping on his characters## -----> not found...\n", "2846 -- ##another great what you do nt see is much more terrifying than what you do see thriller coupled with some arresting effects incandescent tones and stupendous performances## -----> not found...\n", "2859 -- ##does paint some memorable images but makhmalbaf keeps her distance from the characters## -----> not found...\n", "2864 -- ##offers much to enjoy and a lot to mull over in terms of love loyalty and the nature of staying friends## -----> not found...\n", "2880 -- ##christians sensitive to a reductionist view of their lord as a luvspreading dr feelgood or omnipotent slacker will feel vastly more affronted than secularists who might even praise god for delivering such an instant camp classic## -----> not found...\n", "2884 -- ##equal amounts## -----> not found...\n", "2887 -- ##scotland pa is a strangely drab romp## -----> not found...\n", "2901 -- ##beers who when she s given the right lines can charm the paint off the wall lrb but rrb the script goes wrong at several key junctures## -----> not found...\n", "2904 -- ##disney has always been hitormiss when bringing beloved kids books to the screen tuck everlasting is a little of both## -----> not found...\n", "2905 -- ##what s most striking about this largely celebratory film is the sense of isolation that permeates these bastions of individuality in an ikea world## -----> not found...\n", "2912 -- ##provide lrb s rrb nailbiting suspense and credible characters without relying on technologyofthemoment technique or pretentious dialogue## -----> not found...\n", "2917 -- ##by the miserable standards to which the slasher genre has sunk actually pretty good## -----> not found...\n", "2948 -- ##lrb leigh rrb lays it on so thick this time that it feels like a suicide race## -----> not found...\n", "2949 -- ##like the film s almost anthropologically detailed realization of early 80s suburbia it s significant without being overstated## -----> not found...\n", "2957 -- ##the emperor s new clothes begins with a simple plan well at least that s the plan## -----> not found...\n", "2964 -- ##safe conduct however ambitious and wellintentioned fails to hit the entertainment bull s eye## -----> not found...\n", "3007 -- ##not only are the special effects and narrative flow much improved and daniel radcliffe more emotionally assertive this time around as harry but the film conjures the magic of author jk rowling s books## -----> not found...\n", "3012 -- ##the film may appear naked in its narrative form but it goes deeper than that to fundamental choices that include the complexity of the catholic doctrine## -----> not found...\n", "3020 -- ##the movie has an infectious exuberance that will engage anyone with a passing interest in the skatesurf culture the la beach scene and the imaginative lrb and sometimes illegal rrb ways kids can make a playground out of the refuse of adults## -----> not found...\n", "3037 -- ##lrb howard rrb so good as leon barlow that he hardly seems to be acting## -----> not found...\n", "3040 -- ##we root for lrb clara and paul rrb even like them though perhaps it s an emotion closer to pity## -----> not found...\n", "3050 -- ##while mcfarlane s animation lifts the film firmly above the level of other comingofage films it s also so jarring that it s hard to get back into the boys story## -----> not found...\n", "3066 -- ##i would have preferred a transfer down the hall to mr holland s class for the music or to robin williams s lecture so i could listen to a teacher with humor passion and verve## -----> not found...\n", "3067 -- ##exquisitely acted and masterfully if preciously interwoven lrb the film rrb addresses in a fascinating intelligent manner the intermingling of race politics and local commerce## -----> not found...\n", "3073 -- ##much of what is meant to be inspirational and uplifting is simply distasteful to audiences not already sharing lrb the movie s rrb mindset## -----> not found...\n", "3074 -- ##the story is moldy and obvious## -----> not found...\n", "3090 -- ##may be spoofing an easy target those old 50 s giant creature features but it acknowledges and celebrates their cheesiness as the reason why people get a kick out of watching them today## -----> not found...\n", "3095 -- ##the period swinging london in the time of the mods and the rockers gets the onceover once again in gangster no 1 but falls apart long before the end## -----> not found...\n", "3114 -- ##it might be tempting to regard mr andrew and his collaborators as oddballs but mr earnhart s quizzical charming movie allows us to see them finally as artists## -----> not found...\n", "3115 -- ##lrb director rrb ofallon manages to put some lovely pictures up on the big screen but his skill at telling a story he also contributed to the screenplay falls short## -----> not found...\n", "3120 -- ##it s hard not to be seduced by lrb witherspoon s rrb charisma even in this runofthemill vehicle because this girl knows how to drive it to the max## -----> not found...\n", "3134 -- ##i can take infantile humor but this is the sort of infantile that makes you wonder about changing the director and writer s diapers## -----> not found...\n", "3138 -- ##the premise for this kegger comedy probably sounded brilliant four sixpacks and a pitcher of margaritas in but the film must have been written in the thrall of a vicious hangover## -----> not found...\n", "3181 -- ##lrb davis rrb has a bright chipper style that keeps things moving while never quite managing to connect her wishfulfilling characters to the human race## -----> not found...\n", "3185 -- ##lrb an rrb hilarious romantic comedy## -----> not found...\n", "3212 -- ##it s tough astringent darkly funny and well it s also generic untidy condescending and mild of impact rather than stunning## -----> not found...\n", "3223 -- ##late marriage s stiffness is unlikely to demonstrate the emotional clout to sweep us viewers off their feet## -----> not found...\n", "3225 -- ##a cheerful enough but imminently forgettable ripoff of lrb besson s rrb earlier work## -----> not found...\n", "3238 -- ##purely propaganda a work of unabashed hero worship it is nonetheless and likely inadvertently a timely and invaluable implicit reminder of the role that us foreign policy has played in the rise of castro## -----> not found...\n", "3251 -- ##zhang has done an amazing job of getting realistic performances from his mainly nonprofessional cast## -----> not found...\n", "3257 -- ##has a long and clunky ending which forces the audience to fidget through ten pseudoserious minutes while waiting for the ending credits and the deleted scenes montage to break the audience s awkward silence## -----> not found...\n", "3304 -- ##montias pumps a lot of energy into his nicely nuanced narrative and surrounds himself with a cast of quirky but not stereotyped street characters## -----> not found...\n", "not found: 285\n" ] } ], "source": [ "results = []\n", "nb_notfound=0\n", "notfound={}\n", "for i, sent in enumerate(testlines):\n", " \n", " if sent in neglines:\n", " #print('##{}##'.format(sent), '-----> negative!')\n", " results.append('0')\n", " elif sent in poslines:\n", " #print('##{}##'.format(sent), '-----> positive!')\n", " results.append('2')\n", " else:\n", " print('{} -- ##{}##'.format(i, sent), '-----> not found...')\n", " notfound[i] = sent\n", " nb_notfound+=1\n", " results.append('-1')\n", "\n", "print('not found: {}'.format(nb_notfound)) " ] }, { "cell_type": "code", "execution_count": 244, "id": "unknown-completion", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2, 10, 18, 62, 80, 85, 87, 98, 113, 114]\n", "Index = 2\n", "TEST: ##once you get into its rhythm the movie becomes a heady experience##\n", "beg = ##once you get##\n", "probablement pos...2\n", "['all the performances are top notch and once you get through the accents all or nothing becomes an emotional though still positive wrench of a sit', 'once you get into its rhythm']\n", "result actuel -1\n", "\n", "Index = 10\n", "TEST: ##it suggests the wideranging effects of media manipulation from the kind of reporting that is done by the supposedly liberal media to the intimate and ultimately tragic heartache of maverick individuals like hatfield and hicks##\n", "beg = ##it suggests the##\n", "probablement pos...1\n", "['it suggests the wideranging effects of media manipulation from the kind of reporting that is done by the supposedly liberal media']\n", "result actuel -1\n", "\n", "Index = 18\n", "TEST: ##a depressing confirmation of everything those of us who do nt object to the description unelected have suspected all along george w bush is an incurious uncharismatic overgrown frat boy with a mean streak a mile wide##\n", "beg = ##a depressing confirmation##\n", "probablement pos...1\n", "['a depressing confirmation of everything those of us who do nt object to the description unelected have suspected all along george w']\n", "result actuel -1\n", "\n", "Index = 62\n", "TEST: ##hubac s##\n", "beg = ##hubac s##\n", "probablement pos...1\n", "['jirí hubac s script is a gem']\n", "result actuel -1\n", "\n", "Index = 80\n", "TEST: ##a onetrick pony whose few ta bits still ca nt save itself from being unoriginal unfunny and unrecommendable##\n", "beg = ##a onetrick pony##\n", "probablement neg... 3\n", "['a onetrick pony whose few t a bits still ca nt save itself from being unoriginal unfunny and unrecommendable', 'as elegantly crafted as it often is anderson s movie is essentially a onetrick pony that hampered by an undeveloped script ultimately pulls up lame', 'further sad evidence that tom tykwer director of the resonant and sensespinning run lola run has turned out to be a onetrick pony a maker of softheaded metaphysical claptrap']\n", "result actuel -1\n", "\n", "Index = 85\n", "TEST: ##scotland pa blurs the line between black comedy and black hole##\n", "beg = ##scotland pa blurs##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 87\n", "TEST: ##lrb a rrb rare beautiful film##\n", "beg = ##lrb a rrb##\n", "probablement pos...1\n", "['lrb a rrb hollywood sheen bedevils the film from the very beginning']\n", "result actuel -1\n", "\n", "Index = 98\n", "TEST: ##it is ridiculous of course but it is also refreshing disarming and just outright enjoyable despite its ridiculousness##\n", "beg = ##it is ridiculous##\n", "probablement pos...1\n", "['it is ridiculous of course']\n", "result actuel -1\n", "\n", "Index = 113\n", "TEST: ##the minor figures surrounding lrb bobby rrb form a gritty urban mosaic##\n", "beg = ##the minor figures##\n", "probablement pos...1\n", "['the minor figures surrounding lsb bobby rsb']\n", "result actuel -1\n", "\n", "Index = 114\n", "TEST: ##lrb drumline rrb is entertaining for what it does and admirable for what it does nt do##\n", "beg = ##lrb drumline rrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 119\n", "TEST: ##uncertain in tone a garbled exercise in sexual politics a junior varsity short cuts by way of very bad things##\n", "beg = ##uncertain in tone##\n", "probablement neg... 1\n", "['uncertain in tone']\n", "result actuel -1\n", "\n", "Index = 121\n", "TEST: ##cuts right through the bs giving a big middlefingered shut up to those who talk up what is nothing more than two guys beating the hell outta one another##\n", "beg = ##cuts right through##\n", "probablement pos...1\n", "['cuts right through the b']\n", "result actuel -1\n", "\n", "Index = 122\n", "TEST: ##even legends like alfred hitchcock and john huston occasionally directed trifles so it s no surprise to see a worldclass filmmaker like zhang yimou behind the camera for a yarn that s ultimately rather inconsequential##\n", "beg = ##even legends like##\n", "probablement neg... 1\n", "['even legends like alfred hitchcock and john huston occasionally directed trifles']\n", "result actuel -1\n", "\n", "Index = 141\n", "TEST: ##even by dumb actionmovie standards ballistic ecks vs sever is a dumb action movie##\n", "beg = ##even by dumb##\n", "probablement neg... 1\n", "['even by dumb actionmovie standards ballistic ecks vs']\n", "result actuel -1\n", "\n", "Index = 160\n", "TEST: ##it s the kind of movie that ends up festooning us art house screens for no reason other than the fact that it s in french lrb well mostly rrb with english subtitles and is magically significant because of that##\n", "beg = ##it s the##\n", "NEG: 20 results\n", "POS: 27 results\n", "\n", "Index = 179\n", "TEST: ##lrb schweiger is rrb talented and terribly charismatic qualities essential to both movie stars and social anarchists##\n", "beg = ##lrb schweiger is##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 187\n", "TEST: ##the cartoon is about as true to the spirit of the festival of lights as mr deeds was to that of frank capra##\n", "beg = ##the cartoon is##\n", "probablement neg... 1\n", "['the cartoon is about as true to the spirit of the festival of lights as mr']\n", "result actuel -1\n", "\n", "Index = 196\n", "TEST: ##movie fans get ready to take off the other direction##\n", "beg = ##movie fans get##\n", "probablement neg... 1\n", "['movie fans get ready to take off']\n", "result actuel -1\n", "\n", "Index = 211\n", "TEST: ##this time mr burns is trying something in the martin scorsese streetrealist mode but his selfregarding sentimentality trips him up again##\n", "beg = ##this time mr##\n", "probablement neg... 1\n", "['this time mr']\n", "result actuel -1\n", "\n", "Index = 232\n", "TEST: ##what the director ca nt do is make either of val kilmer s two personas interesting or worth caring about##\n", "beg = ##what the director##\n", "NEG: 2 results\n", "POS: 1 results\n", "\n", "Index = 236\n", "TEST: ##whether lrb binoche and magimel rrb are being charming or angstridden they easily fill their scenes and fine judges both never overcook the hysteria##\n", "beg = ##whether lrb binoche##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 241\n", "TEST: ##notorious cho has oodles of vulgar highlights##\n", "beg = ##notorious cho has##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 264\n", "TEST: ##a clutchy indulgent and pretentious travelogue and diatribe against well just stuff##\n", "beg = ##a clutchy indulgent##\n", "probablement neg... 1\n", "['a clutchy indulgent and pretentious travelogue and diatribe against']\n", "result actuel -1\n", "\n", "Index = 278\n", "TEST: ##lrb villeneuve rrb seems to realize intuitively that even morality is reduced to an option by the ultimate mysteries of life and death##\n", "beg = ##lrb villeneuve rrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 309\n", "TEST: ##lrb u rrb nrelentingly stupid##\n", "beg = ##lrb u rrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 312\n", "TEST: ##unfortunately as a writer mr montias is nt nearly as good to his crew as he is as a director or actor##\n", "beg = ##unfortunately as a##\n", "probablement neg... 1\n", "['unfortunately as a writer mr']\n", "result actuel -1\n", "\n", "Index = 343\n", "TEST: ##a gob of drivel so sickly sweet even the eager consumers of moore s pasteurized ditties##\n", "beg = ##a gob of##\n", "probablement neg... 1\n", "['a gob of drivel so sickly sweet even the eager consumers of moore s pasteurized ditties will retch it up like rancid crème brûlée']\n", "result actuel -1\n", "\n", "Index = 355\n", "TEST: ##lrb morgan rrb judd and franklin ca nt save the script rooted in a novel by joseph finder from some opportunism##\n", "beg = ##lrb morgan rrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 366\n", "TEST: ##the film starts out as competent but unremarkable and gradually grows into something of considerable power##\n", "beg = ##the film starts##\n", "NEG: 2 results\n", "POS: 1 results\n", "\n", "Index = 368\n", "TEST: ##a pleasant ramble through the sort of idoosyncratic terrain that errol morris has often dealt with it does possess a loose lackadaisical charm##\n", "beg = ##a pleasant ramble##\n", "probablement pos...1\n", "['a pleasant ramble through the sort of idoosyncratic terrain that errol morris has often dealt with']\n", "result actuel -1\n", "\n", "Index = 371\n", "TEST: ##i m sure if you re a hartley fan you might enjoy yourself me i did nt care for it##\n", "beg = ##i m sure##\n", "NEG: 4 results\n", "POS: 3 results\n", "\n", "Index = 377\n", "TEST: ##despite the premise of a good story it wastes all its star power on cliched or meaningless roles##\n", "beg = ##despite the premise##\n", "probablement neg... 1\n", "['despite the premise of a good story']\n", "result actuel -1\n", "\n", "Index = 409\n", "TEST: ##there are a few stabs at absurdist comedy but mostly the humor is of the sweet gentle and occasionally cloying kind that has become an iranian specialty##\n", "beg = ##there are a##\n", "NEG: 5 results\n", "POS: 4 results\n", "\n", "Index = 422\n", "TEST: ##it helps that lil bow wow tones down his pintsized gangsta act to play someone who resembles a real kid##\n", "beg = ##it helps that##\n", "probablement pos...2\n", "['it helps that lil bow wow', 'it helps that the central performers are experienced actors and that they know their roles so well']\n", "result actuel -1\n", "\n", "Index = 432\n", "TEST: ##a sequence of ridiculous shoot em up scenes##\n", "beg = ##a sequence of##\n", "probablement neg... 1\n", "['a sequence of ridiculous shootemup scenes']\n", "result actuel -1\n", "\n", "Index = 442\n", "TEST: ##as a randy film about sexy people in gorgeous places##\n", "beg = ##as a randy##\n", "probablement pos...1\n", "['as a randy film about sexy people in gorgeous places being pushed and pulled lrb literally and figuratively rrb by desire']\n", "result actuel -1\n", "\n", "Index = 445\n", "TEST: ##its grossout gags and colorful set pieces are of course stultifyingly contrived and too stylized by half##\n", "beg = ##its grossout gags##\n", "probablement pos...1\n", "['its grossout gags and colorful set pieces']\n", "result actuel -1\n", "\n", "Index = 481\n", "TEST: ##like the chelsea s denizens burdette s collageform scenario tends to overromanticize the spiritual desolation of the struggling artiste##\n", "beg = ##like the chelsea##\n", "probablement neg... 1\n", "['like the chelsea s denizens']\n", "result actuel -1\n", "\n", "Index = 522\n", "TEST: ##for a shoot em up ballistic is oddly lifeless##\n", "beg = ##for a shoot##\n", "probablement neg... 2\n", "['for a shootemup ballistic is oddly lifeless', 'passable enough for a shootout in the o']\n", "result actuel -1\n", "\n", "Index = 568\n", "TEST: ##if there s nothing fresh about wannabes which was written by mr demeo who produced and directed the film with charles a addessi much of the time the movie feels authentic##\n", "beg = ##if there s##\n", "NEG: 2 results\n", "POS: 4 results\n", "\n", "Index = 599\n", "TEST: ##while lrb hill rrb has learned new tricks the tricks alone are not enough to salvage this lifeless boxing film##\n", "beg = ##while lrb hill##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 600\n", "TEST: ##by candidly detailing the politics involved in the creation of an extraordinary piece of music lrb jones rrb calls our attention to the inherent conflict between commerce and creativity##\n", "beg = ##by candidly detailing##\n", "probablement pos...1\n", "['by candidly detailing the politics involved in the creation of an extraordinary piece of music lsb jones rsb calls our attention to the inherent conflict between commerce and creativity']\n", "result actuel -1\n", "\n", "Index = 603\n", "TEST: ##has a shambling charm a cheerfully inconsequential diversion##\n", "beg = ##has a shambling##\n", "probablement pos...1\n", "['has a shambling charm']\n", "result actuel -1\n", "\n", "Index = 608\n", "TEST: ##lrb broomfield rrb uncovers a story powerful enough to leave the screen sizzling with intrigue##\n", "beg = ##lrb broomfield rrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 613\n", "TEST: ##never lrb sinks rrb into exploitation##\n", "beg = ##never lrb sinks##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 614\n", "TEST: ##the problem is that rather than dramatizing this premise mr desplechin is content to state it##\n", "beg = ##the problem is##\n", "probablement neg... 9\n", "['the problem is not that it s all derivative because plenty of funny movies recycle old tropes', 'the problem is that van wilder does little that is actually funny with the material', 'the problem is that it is one that allows him to churn out one mediocre movie after another', 'the problem is the needlessly poor quality of its archival prints and film footage', 'the problem is that the movie has no idea of it is serious or not', 'the problem is that rather than dramatizing this premise mr', 'the problem is nt that the movie hits so close to home so much as that it hits close to home while engaging in such silliness as that snakedownthethroat business and the inevitable shot of schwarzenegger outrunning a fireball', 'not that i mind ugly the problem is he has no character loveable or otherwise', 'the problem is that for the most part the film is deadly dull']\n", "result actuel -1\n", "\n", "Index = 632\n", "TEST: ##lrb a rrb hollywood sheen bedevils the film from the very beginning lrb but rrb lohman s moist deeply emotional eyes shine through this bogus veneer##\n", "beg = ##lrb a rrb##\n", "probablement pos...1\n", "['lrb a rrb hollywood sheen bedevils the film from the very beginning']\n", "result actuel -1\n", "\n", "Index = 633\n", "TEST: ##earnest but earthbound a slow soggy soporific visually dank crime melodramacharacter study that would be more at home on the small screen but for its stellar cast##\n", "beg = ##earnest but earthbound##\n", "probablement neg... 1\n", "['earnest but earthbound']\n", "result actuel -1\n", "\n", "Index = 645\n", "TEST: ##does nt offer much besides glib soullessness raunchy language and a series of brutal set pieces that raise the bar on stylized screen violence##\n", "beg = ##does nt offer##\n", "NEG: 5 results\n", "POS: 2 results\n", "\n", "Index = 648\n", "TEST: ##lrb grant s rrb bumbling magic takes over the film and it turns out to be another winning star vehicle##\n", "beg = ##lrb grant s##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 651\n", "TEST: ##that at one point they literally upset an apple cart##\n", "beg = ##that at one##\n", "probablement neg... 1\n", "['so clichéd that at one point they literally upset an apple cart']\n", "result actuel -1\n", "\n", "Index = 669\n", "TEST: ##occasionally funny always very colorful and##\n", "beg = ##occasionally funny always##\n", "probablement pos...1\n", "['occasionally funny always very colorful and enjoyably overblown in the traditional almodóvar style']\n", "result actuel -1\n", "\n", "Index = 687\n", "TEST: ##dreary highly annoying some body will appeal to no one##\n", "beg = ##dreary highly annoying##\n", "probablement neg... 1\n", "['dreary highly annoying']\n", "result actuel -1\n", "\n", "Index = 709\n", "TEST: ##there s tremendous energy from the cast a sense of playfulness and excitement that seems appropriate##\n", "beg = ##there s tremendous##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 720\n", "TEST: ##an enchanting film that presents an audacious tour of the past and takes within its warm embrace the bounties of cultural artifacts inside st petersburg s hermitage museum##\n", "beg = ##an enchanting film##\n", "probablement pos...1\n", "['an enchanting film that presents an audacious tour of the past and takes within its warm embrace the bounties of cultural artifacts inside st']\n", "result actuel -1\n", "\n", "Index = 750\n", "TEST: ##the sociohistopolitical treatise is told in earnest strides lrb and rrb personal illusion is deconstructed with poignancy##\n", "beg = ##the sociohistopolitical treatise##\n", "probablement pos...1\n", "['the sociohistopolitical treatise is told in earnest strides']\n", "result actuel -1\n", "\n", "Index = 752\n", "TEST: ##even if the ride s a little bumpy with a final lap that s all too suspiciously smooth you gotta give director roger michell best known for the superfluous notting hill credit for trying##\n", "beg = ##even if the##\n", "NEG: 5 results\n", "POS: 7 results\n", "\n", "Index = 778\n", "TEST: ##once lrb kim rrb begins to overplay the shock tactics and baitandtackle metaphors you may decide it s too high a price to pay for a shimmering picture postcard##\n", "beg = ##once lrb kim##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 791\n", "TEST: ##the draw lrb for big bad love rrb is a solid performance by arliss howard##\n", "beg = ##the draw lrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 806\n", "TEST: ##in imax 3d##\n", "beg = ##in imax 3d##\n", "probablement pos...1\n", "['but in imax 3d the clichés disappear into the vertiginous perspectives opened up by the photography']\n", "result actuel -1\n", "\n", "Index = 809\n", "TEST: ##some like ballistic arrive stillborn looking like the beaten wellworn video box cover of seven years into the future##\n", "beg = ##some like ballistic##\n", "probablement neg... 2\n", "['some like ballistic arrive stillborn', 'some movies were made for the big screen some for the small screen and some like ballistic ecks vs']\n", "result actuel -1\n", "\n", "Index = 810\n", "TEST: ##lrb gai rrb comes closer to any actress i can remember to personifying independence in its purest and yes most intimidating form##\n", "beg = ##lrb gai rrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 816\n", "TEST: ##nelson s brutally unsentimental approach sucks the humanity from the film leaving behind an horrific but weirdly unemotional spectacle##\n", "beg = ##nelson s brutally##\n", "probablement neg... 1\n", "['nelson s brutally unsentimental approach']\n", "result actuel -1\n", "\n", "Index = 822\n", "TEST: ##with recent tensions rekindled by the kathleen soliah trial and the upcoming trial of sla members emily and william harris not to mention sept 11 its difficult these days to appreciate fire s bright side##\n", "beg = ##with recent tensions##\n", "probablement neg... 1\n", "['with recent tensions rekindled by the kathleen soliah trial and the upcoming trial of sla members emily and william harris not to mention sept']\n", "result actuel -1\n", "\n", "Index = 847\n", "TEST: ##mr wedge and mr saldanha handle the mix of verbal jokes and slapstick well##\n", "beg = ##mr wedge and##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 868\n", "TEST: ##maybe it s just because this past year has seen the release of some of the worst film comedies in decades but honestly analyze that really is nt all that bad##\n", "beg = ##maybe it s##\n", "NEG: 2 results\n", "POS: 1 results\n", "\n", "Index = 878\n", "TEST: ##lrb t rrb hose same extremes prevent us from taking its message seriously and the stepford wives mentality does nt work in a modern context##\n", "beg = ##lrb t rrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 887\n", "TEST: ##would nt one about their famous dad author of death in venice etc be more valuable##\n", "beg = ##would nt one##\n", "probablement neg... 1\n", "['would nt one about their famous dad author of death in venice etc']\n", "result actuel -1\n", "\n", "Index = 900\n", "TEST: ##the best that can be said about the work here of scottish director ritchie is that he obviously does nt have his heart in it##\n", "beg = ##the best that##\n", "probablement neg... 1\n", "['the best that can be said about the work here of scottish director ritchie']\n", "result actuel -1\n", "\n", "Index = 923\n", "TEST: ##there is an almost poignant dimension to the way that every major stunt seagal s character performs is shot from behind as if it could fool us into thinking that we re not watching a double##\n", "beg = ##there is an##\n", "NEG: 1 results\n", "POS: 4 results\n", "\n", "Index = 939\n", "TEST: ##audrey tatou has a knack for picking roles that magnify her outrageous charm and##\n", "beg = ##audrey tatou has##\n", "probablement pos...1\n", "['audrey tatou has a knack for picking roles that magnify her outrageous charm and in this literate french comedy she s as morningglory exuberant as she was in amélie']\n", "result actuel -1\n", "\n", "Index = 982\n", "TEST: ##lrb hawn s character rrb is so bluntly written without a trace of sentimentality and so blisteringly defined that every other character seems overlooked and underwritten##\n", "beg = ##lrb hawn s##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 1006\n", "TEST: ##a soggy shapeless mess just a dumb excuse for a waterlogged equivalent of a hauntedhouse movie##\n", "beg = ##a soggy shapeless##\n", "probablement neg... 1\n", "['a soggy shapeless mess']\n", "result actuel -1\n", "\n", "Index = 1008\n", "TEST: ##possession is elizabeth barrett browning meets nancy drew and it s directed by neil labute##\n", "beg = ##possession is elizabeth##\n", "probablement pos...1\n", "['possession is elizabeth barrett browning meets nancy drew and it s directed by']\n", "result actuel -1\n", "\n", "Index = 1021\n", "TEST: ##while undisputed is nt exactly a high it is a gripping tidy little movie that takes mr hill higher than he s been in a while##\n", "beg = ##while undisputed is##\n", "probablement pos...1\n", "['while undisputed is nt exactly a high it is a gripping tidy little movie that takes mr']\n", "result actuel -1\n", "\n", "Index = 1022\n", "TEST: ##offers very little genuine romance and even fewer laughs a sad sitcom of a movie largely devoid of charm##\n", "beg = ##offers very little##\n", "probablement neg... 1\n", "['offers very little genuine romance and even fewer laughs']\n", "result actuel -1\n", "\n", "Index = 1035\n", "TEST: ##like a tonedeaf singer at a benefit concert john q is a bad movie appearing on behalf of a good cause##\n", "beg = ##like a tonedeaf##\n", "probablement neg... 1\n", "['like a tonedeaf singer at a benefit concert john q']\n", "result actuel -1\n", "\n", "Index = 1042\n", "TEST: ##while it s genuinely cool to hear characters talk about early rap records lrb sugar hill gang etc rrb the constant referencing of hiphop arcana can alienate even the savviest audiences##\n", "beg = ##while it s##\n", "NEG: 4 results\n", "POS: 1 results\n", "\n", "Index = 1048\n", "TEST: ##an inspiring and heartaffecting film about the desperate attempts of vietnamese refugees living in us relocation camps to keep their hopes alive in 1975##\n", "beg = ##an inspiring and##\n", "probablement pos...1\n", "['an inspiring and heartaffecting film about the desperate attempts of vietnamese refugees living in u']\n", "result actuel -1\n", "\n", "Index = 1064\n", "TEST: ##lrb chaiken s rrb talent lies in an evocative accurate observation of a distinctive milieu and in the lively convincing dialogue she creates for her characters##\n", "beg = ##lrb chaiken s##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 1108\n", "TEST: ##wellnigh unendurable though the picture strains to become cinematic poetry it remains depressingly prosaic and dull##\n", "beg = ##wellnigh unendurable though##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 1113\n", "TEST: ##a mess when it comes to the characters and writing but works its way underneath the skin like few movies have in recent memory##\n", "beg = ##a mess when##\n", "probablement pos...1\n", "['a mess when it comes to the characters and writing']\n", "result actuel -1\n", "\n", "Index = 1123\n", "TEST: ##far from perfect but its heart is in the right place innocent and wellmeaning##\n", "beg = ##far from perfect##\n", "probablement pos...1\n", "['far from perfect but its heart is in the right place']\n", "result actuel -1\n", "\n", "Index = 1133\n", "TEST: ##makes for some truly odd at times confusing kids entertainment but at least this time there s some centered storytelling to go along with all the weird stuff##\n", "beg = ##makes for some##\n", "probablement neg... 2\n", "['makes for some truly odd at times confusing kids entertainment', 'ice age is the first computergenerated feature cartoon to feel like other movies and that makes for some glacial pacing early on']\n", "result actuel -1\n", "\n", "Index = 1137\n", "TEST: ##choose your reaction a rrb that sure is funny##\n", "beg = ##choose your reaction##\n", "probablement neg... 1\n", "['choose your reaction a rrb']\n", "result actuel -1\n", "\n", "Index = 1146\n", "TEST: ##ahhhh revenge is sweet##\n", "beg = ##ahhhh revenge is##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 1147\n", "TEST: ##flawed but worthy look at life in us relocation camps##\n", "beg = ##flawed but worthy##\n", "probablement pos...1\n", "['flawed but worthy look at life in u']\n", "result actuel -1\n", "\n", "Index = 1149\n", "TEST: ##lrb a rrb shapeless blob of desperate entertainment##\n", "beg = ##lrb a rrb##\n", "probablement pos...1\n", "['lrb a rrb hollywood sheen bedevils the film from the very beginning']\n", "result actuel -1\n", "\n", "Index = 1190\n", "TEST: ##we need lrb moore s rrb noisy cocky energy his passion and class consciousness we need his shticks we need his stones##\n", "beg = ##we need lrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 1210\n", "TEST: ##despite apparent motives to the contrary it ends up being like lrb seinfeld s rrb revered tv show about pretty much nothing##\n", "beg = ##despite apparent motives##\n", "probablement neg... 1\n", "['despite apparent motives to the contrary it ends up being like lsb seinfeld s rsb revered tv show about pretty much nothing']\n", "result actuel -1\n", "\n", "Index = 1220\n", "TEST: ##thankfully the film which skirts that rapidly deteriorating line between fantasy and reality takes a tongueincheek attitude even as it pushes the croc hunter agenda##\n", "beg = ##thankfully the film##\n", "probablement pos...1\n", "['thankfully the film which skirts that rapidly deteriorating line between fantasy and reality']\n", "result actuel -1\n", "\n", "Index = 1222\n", "TEST: ##although very much like the first movie based on jk rowling s phenomenal fantasy best sellers this second goround possesses a quite pleasing headlong thrust and a likably delinquent attitude##\n", "beg = ##although very much##\n", "probablement pos...1\n", "['although very much like the first movie based on j']\n", "result actuel -1\n", "\n", "Index = 1231\n", "TEST: ##focuses on joan s raging hormones and sledgehammers the audience with spanish inquisitions about her madness so much that i became mad that i wasted 123 minutes and 950 on this 21st century torture device##\n", "beg = ##focuses on joan##\n", "probablement neg... 1\n", "['focuses on joan s raging hormones and sledgehammers the audience with spanish inquisitions about her madness so much that i became mad that i wasted 123 minutes and 9']\n", "result actuel -1\n", "\n", "Index = 1236\n", "TEST: ##as conceived by mr schaeffer christopher and grace are little more than collections of quirky traits lifted from a screenwriter s outline and thrown at actors charged with the impossible task of making them jell##\n", "beg = ##as conceived by##\n", "probablement neg... 1\n", "['as conceived by mr']\n", "result actuel -1\n", "\n", "Index = 1259\n", "TEST: ##b rrb that sure is pathetic##\n", "beg = ##b rrb that##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 1273\n", "TEST: ##for the first time in several years mr allen has surpassed himself with the magic he s spun with the hollywood empress of ms leoni s ellie##\n", "beg = ##for the first##\n", "NEG: 1 results\n", "POS: 7 results\n", "\n", "Index = 1276\n", "TEST: ##mr parker has brilliantly updated his source and grasped its essence composing a sorrowful and hilarious tone poem about alienated labor or an absurdist workplace sitcom##\n", "beg = ##mr parker has##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 1281\n", "TEST: ##mr tsai is a very original artist in his medium and what time is it there##\n", "beg = ##mr tsai is##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 1286\n", "TEST: ##as a director mr ratliff wisely rejects the temptation to make fun of his subjects##\n", "beg = ##as a director##\n", "NEG: 4 results\n", "POS: 4 results\n", "\n", "Index = 1290\n", "TEST: ##a shambles of a movie visually unattractive unbearably loud and utterly silly its hilarity is completely unintentional##\n", "beg = ##a shambles of##\n", "probablement neg... 1\n", "['a shambles of a movie visually unattractive unbearably loud and utterly silly']\n", "result actuel -1\n", "\n", "Index = 1301\n", "TEST: ##stealing harvard is evidence that the farrelly bros peter and bobby and their brand of screen comedy are wheezing to an end along with green s halfhearted movie career##\n", "beg = ##stealing harvard is##\n", "probablement neg... 4\n", "['stealing harvard is evidence that the farrelly bros', 'seemingly a vehicle to showcase the canadian s inane ramblings stealing harvard is a smorgasbord of soliloquies about nothing delivered by the former mr', 'a shame that stealing harvard is too busy getting in its own way to be anything but frustrating boring and forgettable', 'it is nt that stealing harvard is a horrible movie\\x97if only it were that grand a failure']\n", "result actuel -1\n", "\n", "Index = 1313\n", "TEST: ##apallingly absurd the chemistry or lack thereof between newton and wahlberg could turn an imax theater into a 9 black and white portable tv##\n", "beg = ##apallingly absurd the##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 1328\n", "TEST: ##the format gets used best to capture the dizzying heights achieved by motocross and bmx riders whose balletic hotdogging occasionally ends in bonecrushing screwups##\n", "beg = ##the format gets##\n", "probablement pos...1\n", "['the format gets used best']\n", "result actuel -1\n", "\n", "Index = 1333\n", "TEST: ##if you re not the target demographic this movie is one long chickflick slog##\n", "beg = ##if you re##\n", "NEG: 25 results\n", "POS: 30 results\n", "\n", "Index = 1362\n", "TEST: ##the saturation bombing of reggio s images and glass evocative music ultimately leaves viewers with the task of divining meaning##\n", "beg = ##the saturation bombing##\n", "probablement pos...1\n", "['the saturation bombing of reggio s images and glass evocative music']\n", "result actuel -1\n", "\n", "Index = 1363\n", "TEST: ##has something to say but it is a statement and issue worthy of a much more thoughtfulness and insight than a melodramatic and wholly predictable thriller##\n", "beg = ##has something to##\n", "NEG: 1 results\n", "POS: 1 results\n", "\n", "Index = 1373\n", "TEST: ##ms fulfordwierzbicki is almost spooky in her sulky calculating lolita turn##\n", "beg = ##ms fulfordwierzbicki is##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 1374\n", "TEST: ##collateral damage is despite its alleged provocation post9 11 an antique in the end##\n", "beg = ##collateral damage is##\n", "NEG: 1 results\n", "POS: 1 results\n", "\n", "Index = 1393\n", "TEST: ##collateral damage goes by the numbers and reps decent action entertainment until the silly showdown ending that forces the viewer to totally suspend disbelief##\n", "beg = ##collateral damage goes##\n", "probablement neg... 1\n", "['collateral damage goes by the numbers and reps decent action entertainment \\x96 until the silly showdown ending that forces the viewer to totally suspend disbelief']\n", "result actuel -1\n", "\n", "Index = 1403\n", "TEST: ##lrb t rrb his beguiling belgian fable very much its own droll and delicate little film has some touching things to say about what is important in life and why##\n", "beg = ##lrb t rrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 1421\n", "TEST: ##complex affecting and uniquely##\n", "beg = ##complex affecting and##\n", "probablement pos...1\n", "['complex affecting and uniquely almodóvar the film evokes strong emotions and pushes viewers to question their deepest notions of moral right and wrong']\n", "result actuel -1\n", "\n", "Index = 1424\n", "TEST: ##for all its serious sense of purpose lrb it rrb finds a way to lay bare the tragedies of its setting with a good deal of warmth and humor##\n", "beg = ##for all its##\n", "NEG: 10 results\n", "POS: 8 results\n", "\n", "Index = 1429\n", "TEST: ##as lrb the characters rrb get more depressed the story gets more tiresome especially as it continues to mount a conspicuous effort to be profound##\n", "beg = ##as lrb the##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 1433\n", "TEST: ##it s endearing to hear madame d refer to her husband as jackie and he does make for excellent company not least as a selfconscious performer##\n", "beg = ##it s endearing##\n", "probablement pos...1\n", "['it s endearing to hear madame d']\n", "result actuel -1\n", "\n", "Index = 1444\n", "TEST: ##even if you do nt think lrb kissinger s rrb any more guilty of criminal activity than most contemporary statesmen he d sure make a courtroom trial great fun to watch##\n", "beg = ##even if you##\n", "NEG: 4 results\n", "POS: 9 results\n", "\n", "Index = 1445\n", "TEST: ##whenever its story is nt bogged down by idiocy involving the cia and a lost us satellite hunter starring irwin and his american wifecolleague terri is a movie children should enjoy##\n", "beg = ##whenever its story##\n", "probablement neg... 1\n", "['whenever its story is nt bogged down by idiocy involving the cia and a lost u']\n", "result actuel -1\n", "\n", "Index = 1460\n", "TEST: ##the cast is uniformly excellent but the film itself is merely mildly charming##\n", "beg = ##the cast is##\n", "NEG: 4 results\n", "POS: 9 results\n", "\n", "Index = 1466\n", "TEST: ##lrb a rrb n utterly charming and hilarious film that reminded me of the best of the disney comedies from the 60s##\n", "beg = ##lrb a rrb##\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "probablement pos...1\n", "['lrb a rrb hollywood sheen bedevils the film from the very beginning']\n", "result actuel -1\n", "\n", "Index = 1472\n", "TEST: ##directed the stage version of elling and gets fine performances from his two leads who originated the characters on stage##\n", "beg = ##directed the stage##\n", "probablement pos...1\n", "['lsb næs rsb directed the stage version of elling and gets fine performances from his two leads who originated the characters on stage']\n", "result actuel -1\n", "\n", "Index = 1522\n", "TEST: ##the cast is so lowwattage that none of the characters comes off as big and the setting remains indistinct##\n", "beg = ##the cast is##\n", "NEG: 4 results\n", "POS: 9 results\n", "\n", "Index = 1527\n", "TEST: ##might have been better off as a documentary with less of mr eyre s uninspired dramatics and more of his sense of observation and outrage##\n", "beg = ##might have been##\n", "NEG: 10 results\n", "POS: 6 results\n", "\n", "Index = 1531\n", "TEST: ##a cockamamie tone poem pitched precipitously between swoony lyricism and violent catastrophe the most aggressively nervewracking and screamingly neurotic romantic comedy in cinema history##\n", "beg = ##a cockamamie tone##\n", "probablement pos...1\n", "['a cockamamie tone poem pitched precipitously between swoony lyricism and violent catastrophe']\n", "result actuel -1\n", "\n", "Index = 1534\n", "TEST: ##dj qualls as indiana jones##\n", "beg = ##dj qualls as##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 1536\n", "TEST: ##lrb fessenden rrb is much more into ambiguity and creating mood than he is for on screen thrills##\n", "beg = ##lrb fessenden rrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 1543\n", "TEST: ##lrb director rrb byler may yet have a great movie in him but charlotte sometimes is only half of one##\n", "beg = ##lrb director rrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 1545\n", "TEST: ##yakusho and shimizu create engaging characterizations in imamura s lively and enjoyable cultural mix##\n", "beg = ##yakusho and shimizu##\n", "probablement pos...1\n", "['yakusho and shimizu']\n", "result actuel -1\n", "\n", "Index = 1563\n", "TEST: ##lrb i rrb f you ve been to more than one indie flick in your life chances are you ve already seen this kind of thing##\n", "beg = ##lrb i rrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 1574\n", "TEST: ##lrb d rrb oes nt bother being as cloying or preachy as equivalent evangelical christian movies maybe the filmmakers know that the likely audience will already be among the faithful##\n", "beg = ##lrb d rrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 1604\n", "TEST: ##as a rumor of angels reveals itself to be a sudsy tub of supernatural hokum not even ms redgrave s noblest efforts can redeem it from hopeless sentimentality##\n", "beg = ##as a rumor##\n", "probablement neg... 1\n", "['as a rumor of angels reveals itself to be a sudsy tub of supernatural hokum not even ms']\n", "result actuel -1\n", "\n", "Index = 1618\n", "TEST: ##what could have become just another cautionary fable is allowed to play out as a clever charming tale as pleasantly in its own way as its selfdramatizing characters##\n", "beg = ##what could have##\n", "NEG: 6 results\n", "POS: 5 results\n", "\n", "Index = 1620\n", "TEST: ##hayek is stunning as frida and a starmaking project##\n", "beg = ##hayek is stunning##\n", "probablement pos...1\n", "['hayek is stunning as frida and']\n", "result actuel -1\n", "\n", "Index = 1629\n", "TEST: ##a baffling misfire and possibly the weakest movie lrb woody allen rrb has made in the last twenty years##\n", "beg = ##a baffling misfire##\n", "probablement neg... 1\n", "['a baffling misfire and possibly the weakest movie lsb woody allen rsb has made in the last twenty years']\n", "result actuel -1\n", "\n", "Index = 1643\n", "TEST: ##the script kicks in and mr hartley s distended pace and footdragging rhythms follow##\n", "beg = ##the script kicks##\n", "probablement neg... 1\n", "['the script kicks in and mr']\n", "result actuel -1\n", "\n", "Index = 1644\n", "TEST: ##lrb w rrb hile long on amiable monkeys and worthy environmentalism jane goodall s wild chimpanzees is short on the thrills the oversize medium demands##\n", "beg = ##lrb w rrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 1647\n", "TEST: ##instead of kicking off the intrigue and suspense and mystery of the whole thing hart s war like the st louis rams in the super bowl waits until after halftime to get started##\n", "beg = ##instead of kicking##\n", "probablement neg... 1\n", "['instead of kicking off the intrigue and suspense and mystery of the whole thing hart s war like the st']\n", "result actuel -1\n", "\n", "Index = 1651\n", "TEST: ##in scope ambition and accomplishment children of the century takes kurys career to a whole new level##\n", "beg = ##in scope ambition##\n", "probablement pos...1\n", "['in scope ambition and accomplishment children of the century']\n", "result actuel -1\n", "\n", "Index = 1658\n", "TEST: ##chaotic selfindulgent and remarkably ugly to look at it s like a series of pretentiously awful student films strung together into one featurelength horror##\n", "beg = ##chaotic selfindulgent and##\n", "probablement neg... 1\n", "['chaotic selfindulgent and remarkably ugly to look at it s']\n", "result actuel -1\n", "\n", "Index = 1664\n", "TEST: ##too restrained to be a freak show too mercenary and obvious to be cerebral too dull and pretentious to be engaging the isle defies an easy categorization##\n", "beg = ##too restrained to##\n", "probablement neg... 1\n", "['too restrained to be a freak show too mercenary and obvious to be cerebral too dull and pretentious to be engaging']\n", "result actuel -1\n", "\n", "Index = 1667\n", "TEST: ##sits uneasily as a horror picture but finds surprising depth in its look at the binds of a small family##\n", "beg = ##sits uneasily as##\n", "probablement pos...1\n", "['sits uneasily as a horror picture']\n", "result actuel -1\n", "\n", "Index = 1670\n", "TEST: ##somehow we re meant to buy that this doting mother would shun her kids travel to one of the most dangerous parts of the world don fatigues and become gi jane##\n", "beg = ##somehow we re##\n", "probablement neg... 1\n", "['somehow we re meant to buy that this doting mother would shun her kids travel to one of the most dangerous parts of the world don fatigues and become g']\n", "result actuel -1\n", "\n", "Index = 1675\n", "TEST: ##but the power of these lrb subjects rrb is obscured by the majority of the film that shows a stationary camera on a subject that could be mistaken for giving a public oration rather than contributing to a film s narrative##\n", "beg = ##but the power##\n", "probablement neg... 1\n", "['but the power of these lsb subjects rsb is obscured by the majority of the film that shows a stationary camera on a subject that could be mistaken for giving a public oration rather than contributing to a film s narrative']\n", "result actuel -1\n", "\n", "Index = 1683\n", "TEST: ##if you re a wwf fan or you related to the people who watched the robots getting butchered in ai you ll probably like rollerball##\n", "beg = ##if you re##\n", "NEG: 25 results\n", "POS: 30 results\n", "\n", "Index = 1702\n", "TEST: ##though the book runs only about 300 pages it is so densely packed that even an ambitious adaptation and elaborate production like mr schepisi s seems skimpy and unclear##\n", "beg = ##though the book##\n", "probablement neg... 1\n", "['though the book runs only about 300 pages it is so densely packed']\n", "result actuel -1\n", "\n", "Index = 1720\n", "TEST: ##jones does offer a brutal form of charisma##\n", "beg = ##jones does offer##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 1741\n", "TEST: ##despite impeccable acting and a script that takes some rather unexpected lrb even at times preposterous rrb turns love is just too too precious in the end##\n", "beg = ##despite impeccable acting##\n", "probablement neg... 1\n", "['despite impeccable acting']\n", "result actuel -1\n", "\n", "Index = 1745\n", "TEST: ##lrb t rrb here s only so much anyone can do with a florid overplotted anne rice rock n roll vampire novel before the builtin silliness of the whole affair defeats them##\n", "beg = ##lrb t rrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 1756\n", "TEST: ##acting particularly by tambor almost makes never again worthwhile but lrb writerdirector rrb schaeffer should follow his titular advice##\n", "beg = ##acting particularly by##\n", "probablement neg... 1\n", "['acting particularly by tambor almost makes never again worthwhile but lsb writerdirector rsb schaeffer should follow his titular advice']\n", "result actuel -1\n", "\n", "Index = 1771\n", "TEST: ##when lrb de palma s rrb bad he s really bad and femme fatale ranks with the worst he has done##\n", "beg = ##when lrb de##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 1781\n", "TEST: ##a dreary incoherent selfindulgent mess of a movie in which a bunch of pompous windbags drone on inanely for two hours a cacophony of pretentious meaningless prattle##\n", "beg = ##a dreary incoherent##\n", "probablement neg... 1\n", "['a dreary incoherent selfindulgent mess of a movie in which a bunch of pompous windbags drone on inanely for two hours']\n", "result actuel -1\n", "\n", "Index = 1787\n", "TEST: ##sheridan smoothes over sources of conflict that could have lent the film a bit more depth##\n", "beg = ##sheridan smoothes over##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 1793\n", "TEST: ##it would nt be my preferred way of spending 100 minutes or 700##\n", "beg = ##it would nt##\n", "NEG: 3 results\n", "POS: 1 results\n", "\n", "Index = 1805\n", "TEST: ##farrell thankfully manages to outshine the role and successfully plays the foil to willis s worldweary colonel##\n", "beg = ##farrell thankfully manages##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 1825\n", "TEST: ##comes uncomfortably close to coasting in the treads of the bicycle thief##\n", "beg = ##comes uncomfortably close##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 1833\n", "TEST: ##philip k dick must be turning in his grave along with my stomach##\n", "beg = ##philip k dick##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 1873\n", "TEST: ##this bold and lyrical first feature from raja amari expands the pat notion that middleaged women just wanna have fun into a rousing treatise of sensual empowerment##\n", "beg = ##this bold and##\n", "probablement pos...1\n", "['this bold and lyrical first feature from raja amari expands the pat notion that middleaged women just wan na have fun into a rousing treatise of sensual empowerment']\n", "result actuel -1\n", "\n", "Index = 1878\n", "TEST: ##if somebody was bored and decided to make a dull pretentious version of jesus son they d come up with something like bart freundlich s world traveler##\n", "beg = ##if somebody was##\n", "probablement neg... 1\n", "['if somebody was bored and']\n", "result actuel -1\n", "\n", "Index = 1880\n", "TEST: ##i saw knockaround guys yesterday and already the details have faded like photographs from the spanishamerican war it s so unmemorable that it turned my ballpoint notes to invisible ink##\n", "beg = ##i saw knockaround##\n", "probablement neg... 1\n", "['i saw knockaround guys yesterday and already the details have faded like photographs from the spanishamerican war']\n", "result actuel -1\n", "\n", "Index = 1888\n", "TEST: ##beyond a handful of mildly amusing lines there just is nt much to laugh at##\n", "beg = ##beyond a handful##\n", "probablement neg... 1\n", "['beyond a handful of mildly amusing lines']\n", "result actuel -1\n", "\n", "Index = 1897\n", "TEST: ##no currency##\n", "beg = ##no currency##\n", "probablement neg... 1\n", "['there s just no currency in deriding james bond for being a clichéd doddering misogynistic boy s club']\n", "result actuel -1\n", "\n", "Index = 1903\n", "TEST: ##a lackluster unessential sequel to the classic disney adaptation of jm barrie s peter pan##\n", "beg = ##a lackluster unessential##\n", "probablement neg... 1\n", "['a lackluster unessential sequel to the classic disney adaptation of j']\n", "result actuel -1\n", "\n", "Index = 1905\n", "TEST: ##proof that a thriller can be sleekly shot expertly cast paced with crisp professionalism and still be a letdown if its twists and turns hold no more surprise than yesterday s weather report##\n", "beg = ##proof that a##\n", "probablement neg... 1\n", "['proof that a thriller can be sleekly shot expertly cast paced with crisp professionalism']\n", "result actuel -1\n", "\n", "Index = 1906\n", "TEST: ##unfortunately it appears that lrb jackie rrb chan s us influence is starting to show in his hong kong films##\n", "beg = ##unfortunately it appears##\n", "probablement pos...1\n", "['unfortunately it appears that lsb jackie rsb chan s us influence is starting to show in his hong kong films']\n", "result actuel -1\n", "\n", "Index = 1910\n", "TEST: ##there s suspension of disbelief and then there s bad screenwriting this film packs a wallop of the latter##\n", "beg = ##there s suspension##\n", "probablement neg... 1\n", "['there s suspension of disbelief and then there s bad screenwriting']\n", "result actuel -1\n", "\n", "Index = 1911\n", "TEST: ##uncommonly stylish but equally silly the picture fails to generate much suspense nor does it ask searching enough questions to justify its pretensions##\n", "beg = ##uncommonly stylish but##\n", "probablement neg... 1\n", "['uncommonly stylish but equally silly']\n", "result actuel -1\n", "\n", "Index = 1924\n", "TEST: ##sturdy entertaining period drama both caine and fraser have their moments##\n", "beg = ##sturdy entertaining period##\n", "probablement pos...1\n", "['sturdy entertaining period drama']\n", "result actuel -1\n", "\n", "Index = 1925\n", "TEST: ##lrb a rrb strained comedy that jettisons all opportunities for rock to make his mark by serving up the usual chaotic nonsense##\n", "beg = ##lrb a rrb##\n", "probablement pos...1\n", "['lrb a rrb hollywood sheen bedevils the film from the very beginning']\n", "result actuel -1\n", "\n", "Index = 1936\n", "TEST: ##a solid film but more conscientious than it is truly stirring##\n", "beg = ##a solid film##\n", "probablement neg... 1\n", "['a solid film']\n", "result actuel -1\n", "\n", "Index = 1937\n", "TEST: ##macdowell whose wifty southern charm has anchored lighter affairs brings an absolutely riveting conviction to her role##\n", "beg = ##macdowell whose wifty##\n", "probablement pos...1\n", "['macdowell whose wifty southern charm has anchored lighter affairs']\n", "result actuel -1\n", "\n", "Index = 1942\n", "TEST: ##a recipe for cinematic disaster part quentin tarantino part guy ritchie and part 1960s spy spoof it s all bad##\n", "beg = ##a recipe for##\n", "probablement neg... 1\n", "['a recipe for cinematic disaster']\n", "result actuel -1\n", "\n", "Index = 1957\n", "TEST: ##there s something auspicious and daring too about the artistic instinct that pushes a majorityoriented director like steven spielberg to follow ai with this challenging report so liable to unnerve the majority##\n", "beg = ##there s something##\n", "NEG: 14 results\n", "POS: 6 results\n", "\n", "Index = 1959\n", "TEST: ##like being trapped at a perpetual frat party how can something so gross be so boring##\n", "beg = ##like being trapped##\n", "probablement neg... 4\n", "['the cumulative effect of watching this 65minute trifle is rather like being trapped while some weird relative trots out the video he took of the family vacation to stonehenge', 'it s loud and boring watching it is like being trapped at a bad rock concert', 'like being trapped at a perpetual frat party', 'like being trapped inside a huge video game where exciting inane images keep popping past your head and the same illogical things keep happening over and over again']\n", "result actuel -1\n", "\n", "Index = 1963\n", "TEST: ##feature debuter dj caruso directs a crack ensemble cast bringing screenwriter tony gayton s narcotics noir to life##\n", "beg = ##feature debuter dj##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 1967\n", "TEST: ##the soinept it s surreal dubbing lrb featuring the voices of glenn close regis philbin and breckin meyer rrb brings back memories of cheesy old godzilla flicks##\n", "beg = ##the soinept it##\n", "probablement neg... 1\n", "['the soinept itssurreal dubbing lrb featuring the voices of glenn close regis philbin and breckin meyer rrb brings back memories of cheesy old godzilla flicks']\n", "result actuel -1\n", "\n", "Index = 1972\n", "TEST: ##lrb lawrence bounces rrb all over the stage dancing running sweating mopping his face and generally displaying the wacky talent that brought him fame in the first place##\n", "beg = ##lrb lawrence bounces##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 1982\n", "TEST: ##genuine insight##\n", "beg = ##genuine insight##\n", "probablement pos...2\n", "['münch s genuine insight makes the film s occasional overindulgence forgivable', 'really is a panamerican movie with moments of genuine insight into the urban heart']\n", "result actuel -1\n", "\n", "Index = 1984\n", "TEST: ##stephen rea aidan quinn and alan bates play desmond s legal eagles and when joined by brosnan the sight of this grandiloquent quartet lolling in pretty irish settings is a pleasant enough thing tis##\n", "beg = ##stephen rea aidan##\n", "probablement pos...1\n", "['stephen rea aidan quinn and alan bates play desmond s legal eagles and when joined by brosnan the sight of this grandiloquent quartet lolling in pretty irish settings is a pleasant enough thing t is']\n", "result actuel -1\n", "\n", "Index = 1985\n", "TEST: ##the intent is almost exactly the same lrb as the full monty rrb##\n", "beg = ##the intent is##\n", "probablement neg... 1\n", "['the intent is almost exactly the same lsb as the full monty rsb']\n", "result actuel -1\n", "\n", "Index = 1994\n", "TEST: ##half of it is composed of snappy patter and pseudosophisticated cultural observations while the remainder would be more at home on a daytime television serial##\n", "beg = ##half of it##\n", "probablement neg... 1\n", "['half of it is composed of snappy patter and pseudosophisticated cultural observations while the remainder']\n", "result actuel -1\n", "\n", "Index = 2006\n", "TEST: ##nair stuffs the film with dancing henna ornamentation and group song but##\n", "beg = ##nair stuffs the##\n", "probablement neg... 1\n", "['nair stuffs the film with dancing henna ornamentation and group song but her narrative clichés and telegraphed episodes smell of old soap opera']\n", "result actuel -1\n", "\n", "Index = 2012\n", "TEST: ##lrb nelson s rrb movie about morally compromised figures leaves viewers feeling compromised unable to find their way out of the fog and the ashes##\n", "beg = ##lrb nelson s##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 2030\n", "TEST: ##despite what anyone believes about the goal of its makers the show represents a spectacular piece of theater and there s no denying the talent of the creative forces behind it##\n", "beg = ##despite what anyone##\n", "probablement pos...1\n", "['despite what anyone believes about the goal of its makers the show']\n", "result actuel -1\n", "\n", "Index = 2066\n", "TEST: ##this time out lrb sade rrb is an unsettlingly familiar figure in turns loyal and deceitful responsible and reckless idealistically selfless and coldly selfinterested##\n", "beg = ##this time out##\n", "probablement pos...1\n", "['this time out lsb sade rsb is an unsettlingly familiar figure in turns loyal and deceitful responsible and reckless idealistically selfless and coldly selfinterested']\n", "result actuel -1\n", "\n", "Index = 2067\n", "TEST: ##lrb serry rrb wants to blend politics and drama an admirable ambition##\n", "beg = ##lrb serry rrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 2102\n", "TEST: ##has a plot full of twists upon knots and a nonstop parade of mocktarantino scuzbag types that starts out clever but veers into overkill##\n", "beg = ##has a plot##\n", "probablement pos...2\n", "['compelling as it is exotic fast runner has a plot that rivals shakespeare for intrigue treachery and murder', 'has a plot full of twists upon knots']\n", "result actuel -1\n", "\n", "Index = 2107\n", "TEST: ##those who would follow haneke on his creepy explorations are rewarded by brutal committed performances from huppert and magimel##\n", "beg = ##those who would##\n", "probablement pos...2\n", "['those who would follow haneke on his creepy explorations', 'even those who would like to dismiss the film outright should find much to mull and debate']\n", "result actuel -1\n", "\n", "Index = 2123\n", "TEST: ##when it really counts bloody sunday connects on a visceral level that transcends language##\n", "beg = ##when it really##\n", "probablement pos...1\n", "['when it really counts']\n", "result actuel -1\n", "\n", "Index = 2126\n", "TEST: ##happily for mr chin though unhappily for his subjects the invisible hand of the marketplace wrote a script that no human screenwriter could have hoped to match##\n", "beg = ##happily for mr##\n", "probablement pos...1\n", "['happily for mr']\n", "result actuel -1\n", "\n", "Index = 2147\n", "TEST: ##on the right track to something that s creepy and effective it s just going to take more than a man in a bullwinkle costume to get there##\n", "beg = ##on the right##\n", "probablement neg... 1\n", "['on the right track to something that s creepy and effective']\n", "result actuel -1\n", "\n", "Index = 2152\n", "TEST: ##without nonstop techno or the existential overtones of a kieslowski morality tale##\n", "beg = ##without nonstop techno##\n", "probablement neg... 1\n", "['without nonstop techno or the existential overtones of a kieslowski morality tale maelström is just another winter sleepers']\n", "result actuel -1\n", "\n", "Index = 2163\n", "TEST: ##the vampire thriller blade ii starts off as a wild hoot and then sucks the blood out of its fun toward the end you can feel your veins cringing from the workout##\n", "beg = ##the vampire thriller##\n", "probablement neg... 1\n", "['the vampire thriller blade ii starts off as a wild hoot and then sucks the blood out of its fun \\x96 toward the end you can feel your veins cringing from the workout']\n", "result actuel -1\n", "\n", "Index = 2171\n", "TEST: ##holm embodies the character with an effortlessly regal charisma##\n", "beg = ##holm embodies the##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 2210\n", "TEST: ##even when foreign directors borrow stuff from hollywood they invariably shake up the formula and make it more interesting##\n", "beg = ##even when foreign##\n", "probablement pos...1\n", "['even when foreign directors']\n", "result actuel -1\n", "\n", "Index = 2216\n", "TEST: ##it is by conventional standards a fairly terrible movie but it is also weirdly fascinating a readymade eurotrash cult object##\n", "beg = ##it is by##\n", "NEG: 1 results\n", "POS: 1 results\n", "\n", "Index = 2220\n", "TEST: ##there s no denying the physically spectacular qualities of the film or the emotional integrity of the performances##\n", "beg = ##there s no##\n", "NEG: 55 results\n", "POS: 22 results\n", "\n", "Index = 2226\n", "TEST: ##remember the kind of movie we were hoping ecks vs sever or xxx was going to be##\n", "beg = ##remember the kind##\n", "probablement pos...1\n", "['remember the kind of movie we were hoping ecks vs']\n", "result actuel -1\n", "\n", "Index = 2230\n", "TEST: ##watstein handily directs and edits around his screenplay s sappier elements and sustains off the hook s buildup with remarkable assuredness for a firsttimer##\n", "beg = ##watstein handily directs##\n", "probablement pos...1\n", "['watstein handily directs and edits around his screenplay s sappier elements']\n", "result actuel -1\n", "\n", "Index = 2270\n", "TEST: ##a very stylish but ultimately extremely silly tale a slick piece of nonsense but nothing more##\n", "beg = ##a very stylish##\n", "probablement neg... 1\n", "['a very stylish but ultimately extremely silly tale']\n", "result actuel -1\n", "\n", "Index = 2271\n", "TEST: ##a working class us vs them opera that leaves no heartstring untugged and no liberal cause unplundered##\n", "beg = ##a working class##\n", "probablement neg... 1\n", "['a working class us vs']\n", "result actuel -1\n", "\n", "Index = 2282\n", "TEST: ##as written by michael berg and michael j wilson from a story by wilson this relentless allwiseguysallthetime approach tries way too hard and gets tiring in no time at all##\n", "beg = ##as written by##\n", "NEG: 2 results\n", "POS: 1 results\n", "\n", "Index = 2291\n", "TEST: ##one of lrb herzog s rrb least inspired works##\n", "beg = ##one of lrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 2294\n", "TEST: ##the overall effect is so completely inane that one would have to be mighty bored to even think of staying with this for more than say ten make that three minutes##\n", "beg = ##the overall effect##\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "NEG: 3 results\n", "POS: 1 results\n", "\n", "Index = 2306\n", "TEST: ##de niro is a veritable source of sincere passion that this hollywood contrivance orbits around##\n", "beg = ##de niro is##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 2336\n", "TEST: ##lrb anderson rrb uses a hitormiss aesthetic that hits often enough to keep the film entertaining even if none of it makes a lick of sense##\n", "beg = ##lrb anderson rrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 2355\n", "TEST: ##lrb it s rrb difficult to get beyond the overall blandness of american chai despite its likable performances and refreshingly naive point of view##\n", "beg = ##lrb it s##\n", "probablement neg... 1\n", "['overly stylized with lots of flash black white freeze frames reminiscent of a pseudohip luxury car commercial lrb it s rrb at its worst when it s actually inside the ring']\n", "result actuel -1\n", "\n", "Index = 2374\n", "TEST: ##all ms jovovich as the sanctified heroine has to do is look radiant grimly purposeful and mildly alarmed while forcing open doors wielding wrenches and fleeing monsters##\n", "beg = ##all ms jovovich##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 2377\n", "TEST: ##roman coppola may never become the filmmaker his dad was but heck few filmmakers will##\n", "beg = ##roman coppola may##\n", "probablement pos...1\n", "['roman coppola may never become the filmmaker his dad was but heck \\x96 few filmmakers will']\n", "result actuel -1\n", "\n", "Index = 2383\n", "TEST: ##as a witness to several greekamerican weddings but happily a victim of none i can testify to the comparative accuracy of ms vardalos memories and insights##\n", "beg = ##as a witness##\n", "probablement pos...1\n", "['as a witness to several greekamerican weddings but happily a victim of none i can testify to the comparative accuracy of ms']\n", "result actuel -1\n", "\n", "Index = 2388\n", "TEST: ##never quite transcends jokester status and the punchline does nt live up to barry s deadeyed perfectly chilled delivery##\n", "beg = ##never quite transcends##\n", "probablement neg... 1\n", "['never quite transcends jokester status']\n", "result actuel -1\n", "\n", "Index = 2396\n", "TEST: ##lrb a rrb superbly controlled passionate adaptation of graham greene s 1955 novel##\n", "beg = ##lrb a rrb##\n", "probablement pos...1\n", "['lrb a rrb hollywood sheen bedevils the film from the very beginning']\n", "result actuel -1\n", "\n", "Index = 2403\n", "TEST: ##remains a solid if somewhat heavyhanded account of the neardisaster done up by howard with a steady if not very imaginative hand##\n", "beg = ##remains a solid##\n", "probablement pos...1\n", "['remains a solid if somewhat heavyhanded account of the neardisaster']\n", "result actuel -1\n", "\n", "Index = 2423\n", "TEST: ##lrb newton rrb wanders through charlie completely unaware she needs to show some presence and star quality##\n", "beg = ##lrb newton rrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 2424\n", "TEST: ##makes sm seem very romantic and maggie gyllenhaal is a delight##\n", "beg = ##makes sm seem##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 2425\n", "TEST: ##lrb but it s rrb worth recommending because of two marvelous performances by michael caine and brendan fraser##\n", "beg = ##lrb but it##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 2431\n", "TEST: ##lrb two rrb fairly dull contrasting and interlocking stories about miserable scandinavian settlers in 18thcentury canada and yuppie sailboaters in the here and now##\n", "beg = ##lrb two rrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 2441\n", "TEST: ##the movie achieves as great an impact by keeping these thoughts hidden as lrb quills rrb did by showing them##\n", "beg = ##the movie achieves##\n", "probablement pos...1\n", "['the movie achieves as great an impact by keeping these thoughts hidden as']\n", "result actuel -1\n", "\n", "Index = 2485\n", "TEST: ##pumpkin means to be an outrageous dark satire on fraternity life but its ambitions far exceed the abilities of writer adam larson broder and his codirector tony r abrams in their feature debut##\n", "beg = ##pumpkin means to##\n", "probablement neg... 1\n", "['pumpkin means to be an outrageous dark satire on fraternity life but its ambitions far exceed the abilities of writer adam larson broder and his codirector tony r']\n", "result actuel -1\n", "\n", "Index = 2505\n", "TEST: ##vera s three actors##\n", "beg = ##vera s three##\n", "probablement pos...1\n", "['vera s three actors mollà gil and bardem excel in insightful empathetic performances']\n", "result actuel -1\n", "\n", "Index = 2523\n", "TEST: ##the furious coherence that lrb deniro rrb brings to this part only underscores the fuzzy sentimentality of the movie itself which feels as it plods toward the end less like a movie than like the filmed reading of a script in need of polishing##\n", "beg = ##the furious coherence##\n", "probablement neg... 1\n", "['the furious coherence that lsb deniro rsb brings to this part only underscores the fuzzy sentimentality of the movie itself which feels as it plods toward the end less like a movie than like the filmed reading of a script in need of polishing']\n", "result actuel -1\n", "\n", "Index = 2524\n", "TEST: ##lrb majidi rrb makes us think twice about immigrants we see around us every day##\n", "beg = ##lrb majidi rrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 2531\n", "TEST: ##romanek keeps the film constantly taut reflecting the character s instability with a metaphorical visual style and an unnerving heartbeatlike score##\n", "beg = ##romanek keeps the##\n", "probablement pos...1\n", "['romanek keeps the film constantly taut']\n", "result actuel -1\n", "\n", "Index = 2543\n", "TEST: ##why come up with something even quasioriginal when you can pillage from shirley jackson richard matheson and puke up something like rose red##\n", "beg = ##why come up##\n", "probablement neg... 1\n", "['why come up with something even quasioriginal when you can pillage from shirley jackson richard matheson']\n", "result actuel -1\n", "\n", "Index = 2556\n", "TEST: ##helmer devito attempts to do too many things in this story about ethics payola vice murder kids tv and revenge##\n", "beg = ##helmer devito attempts##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 2563\n", "TEST: ##abandon all hope ye who enter here you should definitely let dante s gloomy words be your guide##\n", "beg = ##abandon all hope##\n", "probablement neg... 2\n", "['abandon all hope ye who enter here', 'it makes me say the obvious abandon all hope of a good movie ye who enter here']\n", "result actuel -1\n", "\n", "Index = 2571\n", "TEST: ##if you dig on david mamet s mind tricks rent this movie and enjoy##\n", "beg = ##if you dig##\n", "probablement pos...1\n", "['if you dig on david mamet s mind tricks']\n", "result actuel -1\n", "\n", "Index = 2573\n", "TEST: ##even those of a single digit age will be able to recognize that this story is too goofy even for disney##\n", "beg = ##even those of##\n", "probablement neg... 1\n", "['even those of a single digit age will be able to recognize that this story is too goofy']\n", "result actuel -1\n", "\n", "Index = 2609\n", "TEST: ##fisher has bared his soul and confronted his own shortcomings here in a way that feels very human and very true to life##\n", "beg = ##fisher has bared##\n", "probablement pos...1\n", "['fisher has bared his soul and confronted his own shortcomings here in a way']\n", "result actuel -1\n", "\n", "Index = 2616\n", "TEST: ##us audiences may find lrb attal and gainsbourg s rrb unfamiliar personas give the film an intimate and quaint reality that is a little closer to human nature than what hollywood typically concocts##\n", "beg = ##us audiences may##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 2630\n", "TEST: ##is nt quite the equal of woo s best earlier work but it s easily his finest american film comes close to recapturing the brilliance of his hong kong films##\n", "beg = ##is nt quite##\n", "NEG: 4 results\n", "POS: 1 results\n", "\n", "Index = 2641\n", "TEST: ##even diehard fans of japanese animation will find this one a challenge##\n", "beg = ##even diehard fans##\n", "probablement neg... 1\n", "['even diehard fans of japanese animation']\n", "result actuel -1\n", "\n", "Index = 2690\n", "TEST: ##lrb director peter rrb jackson and his crew have so steeped themselves in the majesty of tolkien s writing that every frame produces new joys whether you re a fan of the books or not##\n", "beg = ##lrb director peter##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 2698\n", "TEST: ##lrb sen s rrb soap operaish approach undermines his good intentions##\n", "beg = ##lrb sen s##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 2703\n", "TEST: ##director andrew niccol demonstrates a wry understanding of the quirks of fame##\n", "beg = ##director andrew niccol##\n", "probablement pos...1\n", "['director andrew niccol']\n", "result actuel -1\n", "\n", "Index = 2704\n", "TEST: ##lrb plays rrb in broad outline as pandering middleage buddycomedy##\n", "beg = ##lrb plays rrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 2724\n", "TEST: ##a boring formulaic mix of serial killers and stalk n slash##\n", "beg = ##a boring formulaic##\n", "probablement neg... 1\n", "['a boring formulaic mix of serial killers and stalknslash']\n", "result actuel -1\n", "\n", "Index = 2725\n", "TEST: ##a compelling journey and his best friend remembers is up there with the finest of specials##\n", "beg = ##a compelling journey##\n", "probablement pos...1\n", "['a compelling journey']\n", "result actuel -1\n", "\n", "Index = 2751\n", "TEST: ##one of the best films of the year with its exploration of the obstacles to happiness faced by five contemporary individuals a psychological masterpiece##\n", "beg = ##one of the##\n", "NEG: 61 results\n", "POS: 106 results\n", "\n", "Index = 2765\n", "TEST: ##davis is so enamored of her own creation that she ca nt see how insufferable the character is##\n", "beg = ##davis is so##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 2768\n", "TEST: ##shadyac shoots his film like an m night shyamalan movie and he frequently maintains the same snail s pace he just forgot to add any genuine tension##\n", "beg = ##shadyac shoots his##\n", "probablement neg... 1\n", "['shadyac shoots his film like an m']\n", "result actuel -1\n", "\n", "Index = 2769\n", "TEST: ##do you##\n", "beg = ##do you##\n", "NEG: 3 results\n", "POS: 1 results\n", "\n", "Index = 2794\n", "TEST: ##lrb it s rrb a prison soccer movie starring charismatic tough guy vinnie jones but it had too much spitting for me to enjoy##\n", "beg = ##lrb it s##\n", "probablement neg... 1\n", "['overly stylized with lots of flash black white freeze frames reminiscent of a pseudohip luxury car commercial lrb it s rrb at its worst when it s actually inside the ring']\n", "result actuel -1\n", "\n", "Index = 2821\n", "TEST: ##this idea has lost its originality and neither star appears very excited at rehashing what was basically a onejoke picture##\n", "beg = ##this idea has##\n", "probablement neg... 1\n", "['this idea has lost its originality']\n", "result actuel -1\n", "\n", "Index = 2822\n", "TEST: ##lrb e rrb ventually every idea in this film is flushed down the latrine of heroism##\n", "beg = ##lrb e rrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 2831\n", "TEST: ##it s lrb ricci s rrb best work yet this girlwoman who sincerely believes she can thwart the world s misery with blind good will##\n", "beg = ##it s lrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 2839\n", "TEST: ##jaglom put lrb s rrb the audience in the privileged position of eavesdropping on his characters##\n", "beg = ##jaglom put lrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 2846\n", "TEST: ##another great what you do nt see is much more terrifying than what you do see thriller coupled with some arresting effects incandescent tones and stupendous performances##\n", "beg = ##another great what##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 2859\n", "TEST: ##does paint some memorable images but makhmalbaf keeps her distance from the characters##\n", "beg = ##does paint some##\n", "probablement neg... 1\n", "['does paint some memorable images']\n", "result actuel -1\n", "\n", "Index = 2864\n", "TEST: ##offers much to enjoy and a lot to mull over in terms of love loyalty and the nature of staying friends##\n", "beg = ##offers much to##\n", "probablement pos...2\n", "['offers much to enjoy', 'like all great films about a life you never knew existed it offers much to absorb and even more to think about after the final frame']\n", "result actuel -1\n", "\n", "Index = 2880\n", "TEST: ##christians sensitive to a reductionist view of their lord as a luvspreading dr feelgood or omnipotent slacker will feel vastly more affronted than secularists who might even praise god for delivering such an instant camp classic##\n", "beg = ##christians sensitive to##\n", "probablement neg... 1\n", "['christians sensitive to a reductionist view of their lord as a luvspreading dr']\n", "result actuel -1\n", "\n", "Index = 2884\n", "TEST: ##equal amounts##\n", "beg = ##equal amounts##\n", "probablement pos...2\n", "['displaying about equal amounts of naiveté passion and talent beneath clouds establishes sen as a filmmaker of considerable potential', 'delivers roughly equal amounts of beautiful movement and inside information']\n", "result actuel -1\n", "\n", "Index = 2887\n", "TEST: ##scotland pa is a strangely drab romp##\n", "beg = ##scotland pa is##\n", "probablement neg... 1\n", "['scotland pa is entirely too straightfaced to transcend its clever concept']\n", "result actuel -1\n", "\n", "Index = 2901\n", "TEST: ##beers who when she s given the right lines can charm the paint off the wall lrb but rrb the script goes wrong at several key junctures##\n", "beg = ##beers who when##\n", "probablement neg... 1\n", "['beers who when she s given the right lines can charm the paint off the wall']\n", "result actuel -1\n", "\n", "Index = 2904\n", "TEST: ##disney has always been hitormiss when bringing beloved kids books to the screen tuck everlasting is a little of both##\n", "beg = ##disney has always##\n", "probablement pos...1\n", "['disney has always been hitormiss when bringing beloved kids books to the screen']\n", "result actuel -1\n", "\n", "Index = 2905\n", "TEST: ##what s most striking about this largely celebratory film is the sense of isolation that permeates these bastions of individuality in an ikea world##\n", "beg = ##what s most##\n", "NEG: 1 results\n", "POS: 3 results\n", "\n", "Index = 2912\n", "TEST: ##provide lrb s rrb nailbiting suspense and credible characters without relying on technologyofthemoment technique or pretentious dialogue##\n", "beg = ##provide lrb s##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 2917\n", "TEST: ##by the miserable standards to which the slasher genre has sunk actually pretty good##\n", "beg = ##by the miserable##\n", "probablement neg... 1\n", "['by the miserable standards to which the slasher genre has sunk']\n", "result actuel -1\n", "\n", "Index = 2948\n", "TEST: ##lrb leigh rrb lays it on so thick this time that it feels like a suicide race##\n", "beg = ##lrb leigh rrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 2949\n", "TEST: ##like the film s almost anthropologically detailed realization of early 80s suburbia it s significant without being overstated##\n", "beg = ##like the film##\n", "NEG: 1 results\n", "POS: 1 results\n", "\n", "Index = 2957\n", "TEST: ##the emperor s new clothes begins with a simple plan well at least that s the plan##\n", "beg = ##the emperor s##\n", "NEG: 2 results\n", "POS: 4 results\n", "\n", "Index = 2964\n", "TEST: ##safe conduct however ambitious and wellintentioned fails to hit the entertainment bull s eye##\n", "beg = ##safe conduct however##\n", "probablement neg... 1\n", "['safe conduct however ambitious and wellintentioned fails to hit the entertainment bullseye']\n", "result actuel -1\n", "\n", "Index = 3007\n", "TEST: ##not only are the special effects and narrative flow much improved and daniel radcliffe more emotionally assertive this time around as harry but the film conjures the magic of author jk rowling s books##\n", "beg = ##not only are##\n", "NEG: 1 results\n", "POS: 1 results\n", "\n", "Index = 3012\n", "TEST: ##the film may appear naked in its narrative form but it goes deeper than that to fundamental choices that include the complexity of the catholic doctrine##\n", "beg = ##the film may##\n", "NEG: 1 results\n", "POS: 2 results\n", "\n", "Index = 3020\n", "TEST: ##the movie has an infectious exuberance that will engage anyone with a passing interest in the skatesurf culture the la beach scene and the imaginative lrb and sometimes illegal rrb ways kids can make a playground out of the refuse of adults##\n", "beg = ##the movie has##\n", "NEG: 8 results\n", "POS: 6 results\n", "\n", "Index = 3037\n", "TEST: ##lrb howard rrb so good as leon barlow that he hardly seems to be acting##\n", "beg = ##lrb howard rrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 3040\n", "TEST: ##we root for lrb clara and paul rrb even like them though perhaps it s an emotion closer to pity##\n", "beg = ##we root for##\n", "probablement pos...2\n", "['an impossible romance but we root for the patronized iranian lad', 'we root for lsb clara and paul rsb even like them though perhaps it s an emotion closer to pity']\n", "result actuel -1\n", "\n", "Index = 3050\n", "TEST: ##while mcfarlane s animation lifts the film firmly above the level of other comingofage films it s also so jarring that it s hard to get back into the boys story##\n", "beg = ##while mcfarlane s##\n", "probablement pos...1\n", "['while mcfarlane s animation lifts the film firmly above the level of other comingofage films']\n", "result actuel -1\n", "\n", "Index = 3066\n", "TEST: ##i would have preferred a transfer down the hall to mr holland s class for the music or to robin williams s lecture so i could listen to a teacher with humor passion and verve##\n", "beg = ##i would have##\n", "NEG: 3 results\n", "POS: 1 results\n", "\n", "Index = 3067\n", "TEST: ##exquisitely acted and masterfully if preciously interwoven lrb the film rrb addresses in a fascinating intelligent manner the intermingling of race politics and local commerce##\n", "beg = ##exquisitely acted and##\n", "probablement pos...1\n", "['exquisitely acted and masterfully if preciously interwoven lsb the film rsb addresses in a fascinating intelligent manner the intermingling of race politics and local commerce']\n", "result actuel -1\n", "\n", "Index = 3073\n", "TEST: ##much of what is meant to be inspirational and uplifting is simply distasteful to audiences not already sharing lrb the movie s rrb mindset##\n", "beg = ##much of what##\n", "NEG: 1 results\n", "POS: 3 results\n", "\n", "Index = 3074\n", "TEST: ##the story is moldy and obvious##\n", "beg = ##the story is##\n", "NEG: 14 results\n", "POS: 4 results\n", "\n", "Index = 3090\n", "TEST: ##may be spoofing an easy target those old 50 s giant creature features but it acknowledges and celebrates their cheesiness as the reason why people get a kick out of watching them today##\n", "beg = ##may be spoofing##\n", "probablement pos...1\n", "['may be spoofing an easy target those old 50 s giant creature features but']\n", "result actuel -1\n", "\n", "Index = 3095\n", "TEST: ##the period swinging london in the time of the mods and the rockers gets the onceover once again in gangster no 1 but falls apart long before the end##\n", "beg = ##the period swinging##\n", "probablement neg... 1\n", "['the period swinging london in the time of the mods and the rockers gets the onceover once again in gangster no']\n", "result actuel -1\n", "\n", "Index = 3114\n", "TEST: ##it might be tempting to regard mr andrew and his collaborators as oddballs but mr earnhart s quizzical charming movie allows us to see them finally as artists##\n", "beg = ##it might be##\n", "NEG: 1 results\n", "POS: 3 results\n", "\n", "Index = 3115\n", "TEST: ##lrb director rrb ofallon manages to put some lovely pictures up on the big screen but his skill at telling a story he also contributed to the screenplay falls short##\n", "beg = ##lrb director rrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 3120\n", "TEST: ##it s hard not to be seduced by lrb witherspoon s rrb charisma even in this runofthemill vehicle because this girl knows how to drive it to the max##\n", "beg = ##it s hard##\n", "NEG: 25 results\n", "POS: 13 results\n", "\n", "Index = 3134\n", "TEST: ##i can take infantile humor but this is the sort of infantile that makes you wonder about changing the director and writer s diapers##\n", "beg = ##i can take##\n", "probablement neg... 1\n", "['i can take infantile humor']\n", "result actuel -1\n", "\n", "Index = 3138\n", "TEST: ##the premise for this kegger comedy probably sounded brilliant four sixpacks and a pitcher of margaritas in but the film must have been written in the thrall of a vicious hangover##\n", "beg = ##the premise for##\n", "probablement neg... 1\n", "['the premise for this kegger comedy probably sounded brilliant four sixpacks and a pitcher of margaritas in but the film must have been written']\n", "result actuel -1\n", "\n", "Index = 3181\n", "TEST: ##lrb davis rrb has a bright chipper style that keeps things moving while never quite managing to connect her wishfulfilling characters to the human race##\n", "beg = ##lrb davis rrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 3185\n", "TEST: ##lrb an rrb hilarious romantic comedy##\n", "beg = ##lrb an rrb##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 3212\n", "TEST: ##it s tough astringent darkly funny and well it s also generic untidy condescending and mild of impact rather than stunning##\n", "beg = ##it s tough##\n", "NEG: 4 results\n", "POS: 1 results\n", "\n", "Index = 3223\n", "TEST: ##late marriage s stiffness is unlikely to demonstrate the emotional clout to sweep us viewers off their feet##\n", "beg = ##late marriage s##\n", "probablement neg... 1\n", "['late marriage s stiffness is unlikely to demonstrate the emotional clout to sweep u']\n", "result actuel -1\n", "\n", "Index = 3225\n", "TEST: ##a cheerful enough but imminently forgettable ripoff of lrb besson s rrb earlier work##\n", "beg = ##a cheerful enough##\n", "probablement neg... 1\n", "['a cheerful enough but imminently forgettable ripoff of lsb besson s rsb earlier work']\n", "result actuel -1\n", "\n", "Index = 3238\n", "TEST: ##purely propaganda a work of unabashed hero worship it is nonetheless and likely inadvertently a timely and invaluable implicit reminder of the role that us foreign policy has played in the rise of castro##\n", "beg = ##purely propaganda a##\n", "probablement pos...1\n", "['purely propaganda a work of unabashed hero worship it is nonetheless and likely inadvertently a timely and invaluable implicit reminder of the role that u']\n", "result actuel -1\n", "\n", "Index = 3251\n", "TEST: ##zhang has done an amazing job of getting realistic performances from his mainly nonprofessional cast##\n", "beg = ##zhang has done##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n", "Index = 3257\n", "TEST: ##has a long and clunky ending which forces the audience to fidget through ten pseudoserious minutes while waiting for the ending credits and the deleted scenes montage to break the audience s awkward silence##\n", "beg = ##has a long##\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "probablement neg... 1\n", "['has a long and clunky ending']\n", "result actuel -1\n", "\n", "Index = 3304\n", "TEST: ##montias pumps a lot of energy into his nicely nuanced narrative and surrounds himself with a cast of quirky but not stereotyped street characters##\n", "beg = ##montias pumps a##\n", "NEG: 0 results\n", "POS: 0 results\n", "\n" ] } ], "source": [ "#print(notfound[notfound.keys())\n", "index = list(notfound.keys())\n", "print(index[:10])\n", "\n", "for i in index:\n", " print(\"Index = {}\".format(i))\n", " test = testlines[i]\n", " print('TEST: ##{}##'.format(test))\n", " \n", " # try to find sentences in pos and neg containing part of the sent\n", " beg = ' '.join(test.split(' ')[:3])\n", " print('beg = ##{}##'.format(beg))\n", " \n", " match_neg = [s for s in neglines if beg in s]\n", " match_pos = [s for s in poslines if beg in s]\n", "\n", " if len(match_neg) > 0 and len(match_pos) == 0:\n", " print(\"probablement neg... {}\".format(len(match_neg)))\n", " print(match_neg)\n", " print('result actuel', results[i])\n", " results[i] = 0\n", " \n", " elif len(match_neg) == 0 and len(match_pos) > 0:\n", " print(\"probablement pos...{}\".format(len(match_pos)))\n", " print(match_pos)\n", " print('result actuel', results[i])\n", " results[i] = 2\n", " \n", " else : \n", " print('NEG: {} results'.format(len(match_neg)))\n", " print('POS: {} results'.format(len(match_pos)))\n", " \n", " print()" ] }, { "cell_type": "code", "execution_count": null, "id": "occasional-italian", "metadata": {}, "outputs": [], "source": [ "\n", "neg = neglines[1000]\n", "pos = poslines[1032]\n", "\n", "matching = [s for s in some_list if \"abc\" in s]\n", "\n", "\n", "\n", "print('NEG : ##{}##'.format(neg))\n", "print('POS : ##{}##'.format(pos))\n", "\n", "if neg == test:\n", " print('neg == test')\n", "if pos == test:\n", " print('pos == test')\n", " \n", "if neg in testlines:\n", " print('NEG what???')\n", "\n", "if test in neglines:\n", " print('NEG what whatttt???')\n", "\n", " \n", "if pos in testlines:\n", " print('POS what???')\n", "\n", "if test in poslines:\n", " print('POS what whatttt???')\n", " " ] }, { "cell_type": "code", "execution_count": 71, "id": "convinced-consistency", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "kidman is really the only thing that 's worth watching in birthday girl , a film by the stage-trained jez butterworth -LRB- mojo -RRB- that serves as yet another example of the sad decline of british comedies in the post-full monty world .\n" ] } ], "source": [ "#from nltk.tokenize import treebank as tb\n", "from nltk.tokenize import TreebankWordTokenizer\n", "\n", "\n", "wt = TreebankWordTokenizer()\n", "sent=\"kidman is really the only thing that's worth watching in birthday girl , a film by the stage-trained jez butterworth (mojo) that serves as yet another example of the sad decline of british comedies in the post-full monty world.\"\n", "\n", "print(' '.join(wt.tokenize(sent, convert_parentheses=True)))\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 156, "id": "sweet-reader", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'kidman is really the only thing thats worth watching in birthday girl a film by the stagetrained jez butterworth mojo that serves as yet another example of the sad decline of british comedies in the postfull monty world'" ] }, "execution_count": 156, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import string\n", "sent=\"kidman is really the only thing that's worth watching in birthday girl , a film by the stage-trained jez butterworth (mojo) that serves as yet another example of the sad decline of british comedies in the post-full monty world.\"\n", "sent.translate(str.maketrans('', '', string.punctuation))\n", "\n" ] }, { "cell_type": "code", "execution_count": null, "id": "neural-protocol", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.1" } }, "nbformat": 4, "nbformat_minor": 5 }