minor change

SequenceModeling/unconditional_lm_en.tex

@@ -74,7 +74,7 @@
 %\begin{varblock}[7cm]{RdN Feedforward}
 \begin{description}
    \item[5 .] Calculate non-normalized score
-   \item[\ra] $\vm{z} =  \vm{S}^\top ~ \vm{d} + \vm{b_S} $ ~~~ {\small avec $\vm{b_S}$ the bias}
+   \item[\ra] $\vm{z} =  \vm{S}^\top ~ \vm{d} + \vm{b_S} $ ~~~ {\small with $\vm{b_S}$ the bias}
    \item[]
    \item[6 .] Calculate probability using \alert{softmax}
    \item[\ra] $p(w_i = j | \cdots) = \ds \frac{ e^{z_j}}{ \ds \sum_{k=1}^{\|V\|} e^{z_k}}$