Natural Language Inference over Interaction Space: ICLR 2018 Reproducibility Report

02/09/2018

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by   Martin Mirakyan, et al.

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We have tried to reproduce the results of the paper "Natural Language Inference over Interaction Space" submitted to ICLR 2018 conference as part of the ICLR 2018 Reproducibility Challenge. Initially, we were not aware that the code was available, so we started to implement the network from scratch. We have evaluated our version of the model on Stanford NLI dataset and reached 86.38 main difference, as we understand it, comes from the optimizers and the way model selection is performed.