Update index.html

index.html

@@ -138,7 +138,7 @@ gradient norm and then apply soft removal on them to mitigate the potential jail
     $$
     \displaystyle 
     \begin{aligned} 
-    x_{1:n} &=\mathtt{embed}_\theta(q_{1:n})\\
+    x_{1:n} =\mathtt{embed}_\theta(q_{1:n})&\\
     \mathtt{Affirmation~Loss}(x_{1:n},\theta)&=-\log P(y|x_{1:n})
     \end{aligned}
     $$