Files and Usage

This folder contains the following files:

• snli.py used to generate attacks against SNLI models.

Models

We have pre-trained models available for use:

• Decomposable Attention as described in our paper (Section 3) using GloVe word embeddings. The AllenNLP model archive is available here https://s3-us-west-2.amazonaws.com/allennlp/models/decomposable-attention-2017.09.04.tar.gz, see snli.py for how to use this model archive.
• Decomposable Attention with ELMo. The model archive is available https://s3-us-west-2.amazonaws.com/allennlp/models/decomposable-attention-elmo-2018.02.19.tar.gz
• ESIM Model with Glove as described in the paper using GloVe word embeddings https://allennlp.s3-us-west-2.amazonaws.com/models/esim-glove-snli-2019.04.23.tar.gz.