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Datasets: A Community Library for Natural Language Processing


Sep 07, 2021
Quentin Lhoest, Albert Villanova del Moral, Yacine Jernite, Abhishek Thakur, Patrick von Platen, Suraj Patil, Julien Chaumond, Mariama Drame, Julien Plu, Lewis Tunstall, Joe Davison, Mario Šaško, Gunjan Chhablani, Bhavitvya Malik, Simon Brandeis, Teven Le Scao, Victor Sanh, Canwen Xu, Nicolas Patry, Angelina McMillan-Major, Philipp Schmid, Sylvain Gugger, Clément Delangue, Théo Matussière, Lysandre Debut, Stas Bekman, Pierric Cistac, Thibault Goehringer, Victor Mustar, François Lagunas, Alexander M. Rush, Thomas Wolf

* EMNLP Demo 2021 

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HuggingFace's Transformers: State-of-the-art Natural Language Processing


Oct 16, 2019
Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, Rémi Louf, Morgan Funtowicz, Jamie Brew

* 11 pages, 1 figure, more details at https://github.com/huggingface/transformers 

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DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter


Oct 16, 2019
Victor Sanh, Lysandre Debut, Julien Chaumond, Thomas Wolf

* 5 pages, 1 figure, 4 tables. Accepted at the 5th Workshop on Energy Efficient Machine Learning and Cognitive Computing - NeurIPS 2019 

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Transformers: State-of-the-art Natural Language Processing


Oct 09, 2019
Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, Rémi Louf, Morgan Funtowicz, Jamie Brew

* 11 pages, 1 figure 

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TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational Agents


Feb 04, 2019
Thomas Wolf, Victor Sanh, Julien Chaumond, Clement Delangue

* 6 pages, 2 figures, 2 tables, NeurIPS 2018 CAI Workshop 

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Continuous Learning in a Hierarchical Multiscale Neural Network


May 15, 2018
Thomas Wolf, Julien Chaumond, Clement Delangue

* 5 pages, 2 figures, accepted as short paper at ACL 2018 

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Meta-Learning a Dynamical Language Model


Mar 28, 2018
Thomas Wolf, Julien Chaumond, Clement Delangue

* 5 pages, 2 figures, accepted at ICLR 2018 workshop track 

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