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README.md

Objective

This is Da Yin and Xinya Li's reimplementation of FAIR's SOTA method in XNLI (https://arxiv.org/pdf/1901.07291.pdf) and another implementation of an earlier paper of theirs (the XNLI benchmark paper https://arxiv.org/pdf/1809.05053.pdf).

Prereqs

The .sh files need to be run first to download data and install tools.

Data

ar: Arabic bg: Bulgarian de: German el: Greek en: English es: Spanish fr: French hi: Hindi ru: Russian sw: Swahili th: Thai tr: Turkish ur: Urdu vi: Vietnamese zh: Chinese (Simplified)

Citations

@InProceedings{conneau2018xnli, author = "Conneau, Alexis and Rinott, Ruty and Lample, Guillaume and Williams, Adina and Bowman, Samuel R. and Schwenk, Holger and Stoyanov, Veselin", title = "XNLI: Evaluating Cross-lingual Sentence Representations", booktitle = "Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing", year = "2018", publisher = "Association for Computational Linguistics", location = "Brussels, Belgium", } Our implemention skeleton is based on FAIR's public repositories (listed below). https://github.com/facebookresearch/XLM https://github.com/facebookresearch/InferSent

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Cross-lingual Langauge Model Pretraining

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