Here we compare the results of InferSent (Conneau et al., 2017), a more involved representation that was found to provide a good sentence representation based on NLI data.
we concatenate the forward and backward encodings for each sentence, and maxpool over the length of the sentence, resulting in v and u (in R 2d ) for the context and hypothesis.