Commit fb294ff4 authored by Antoine Caubrière's avatar Antoine Caubrière
Browse files

C6 - ajout citation ES pour features

parent 91c86ca7
......@@ -79,7 +79,7 @@ Le second système ($ECS_{texte+carac}$) est aussi appris à l'aide des transcri
Toutefois, il est enrichi par l'extraction automatique de caractéristiques extraites à l'aide de l'outil MACAON~[\cite{nasr2011macaon}].
Nous utilisons notamment les lemmes, les étiquettes morphosyntaxiques, les \textit{"governor words"} ainsi que leurs relations avec le mot courant.
En complément, nous extrayons des caractéristiques morphologiques correspondant aux n-grammes de la première à la troisième lettre du mot, ainsi qu'aux mêmes n-grammes des dernières lettres du mot.
% TODO : edwin : citation pour les caractéristiques : ask NC
Nous utilisons les mêmes caractéristiques que celles décrites dans~[\cite{simonnet2017asr}].
L'évaluation de la tâche est effectuée avec les métriques du taux d'erreurs sur les concepts (CER) et du taux d'erreurs sur les concepts et leurs valeurs (CVER).
Comme détaillé dans la section~\ref{eval_NER-SLU}, il s'agit des métriques couramment utilisées pour l'évaluation dans le cadre de cette tâche.
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<bcf:citekey order="215">nasr2011macaon</bcf:citekey>
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<bcf:citekey order="218">tomashenko:hal-02551760</bcf:citekey>
<bcf:citekey order="219">nouvel2015entites</bcf:citekey>
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<bcf:citekey order="224">maaten2008visualizing</bcf:citekey>
<bcf:citekey order="225">belinkov2017analyzing</bcf:citekey>
<bcf:citekey order="226">jiang2005confidence</bcf:citekey>
<bcf:citekey order="226">ghannay2015combining</bcf:citekey>
<bcf:citekey order="227">hazen2002recognition</bcf:citekey>
<bcf:citekey order="227">raymond2003belief</bcf:citekey>
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<bcf:citekey order="228">simonnet2017asr</bcf:citekey>
<bcf:citekey order="229">evermann2000posterior</bcf:citekey>
<bcf:citekey order="230">siu1997improved</bcf:citekey>
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\contentsline {figure}{\numberline {6.2}{\ignorespaces Impact par concepts sur le nombre d'erreurs en fonction de l'utilisation des entit\IeC {\'e}s nomm\IeC {\'e}es dans la cha\IeC {\^\i }ne d'apprentissage.}}{140}{figure.6.2}
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