Instead of generating a prompt completion that is next compared against candidate completions in a post-hoc process, we propose to choose a candidate completion by directly comparing candidates in the embedding space. This puts CNN+LSTM approach closer to nCCA with a tighter integration with the multi-choice <cite>Visual Madlibs task</cite>.