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QuestionAnsweringModels

This repository implements a few models for close-style reading comprehension (simplified Question Answering), which are evaluated on Facebook Children's Book Test.

Prerequisites

The Children’s Book Test (https://research.fb.com/downloads/babi/)
Tensorflow 1.5.0
Glove Word2Vec Embeddings (Twitter, 50d, https://nlp.stanford.edu/projects/glove/)

Models & Results

MemN2N - End-To-End Memory Network (https://arxiv.org/abs/1503.08895) - currently 0.22

AttOvAtt Reader - Attention-Over-Attention Reader (https://arxiv.org/abs/1607.04423) - currently 0.29

License

This project is licensed under the MIT License - see the LICENSE.md file for details

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