Q
Quentin Lhoest
Publications - 4
Citations - 4832
Quentin Lhoest is an academic researcher. The author has contributed to research in topics: Computer science & Transformer (machine learning model). The author has an hindex of 3, co-authored 4 publications receiving 1362 citations.
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Transformers: State-of-the-Art Natural Language Processing
Thomas Wolf,Lysandre Debut,Victor Sanh,Julien Chaumond,Clement Delangue,Anthony Moi,Pierric Cistac,Clara Ma,Yacine Jernite,Julien Plu,Canwen Xu,Teven Le Scao,Sylvain Gugger,Mariama Drame,Quentin Lhoest,Alexander M. Rush +15 more
TL;DR: Transformers is an open-source library that consists of carefully engineered state-of-the art Transformer architectures under a unified API and a curated collection of pretrained models made by and available for the community.
Posted Content
Datasets: A Community Library for Natural Language Processing
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 Sasko,Gunjan Chhablani,Bhavitvya Malik,Simon Brandeis,Teven Le Scao,Victor Sanh,Canwen Xu,Nicolas Patry,Angelina McMillan-Major,Philipp Schmid,Sylvain Gugger,Clement Delangue,Théo Matussière,Lysandre Debut,Stas Bekman,Pierric Cistac,Thibault Goehringer,Victor Mustar,François Lagunas,Alexander M. Rush,Thomas Wolf +31 more
TL;DR: Datasets as discussed by the authors is a community library for contemporary NLP designed to support the scale, variety, and quantity of publicly-available NLP datasets, as well as new tasks, larger models, and novel benchmarks.
Posted Content
Distributed Deep Learning in Open Collaborations
Michael Diskin,Alexey Bukhtiyarov,Max Ryabinin,Lucile Saulnier,Quentin Lhoest,Anton Sinitsin,Dmitriy Popov,Dmitry Pyrkin,Maxim Kashirin,Alexander Borzunov,Albert Villanova del Moral,Denis Mazur,Ilia Kobelev,Yacine Jernite,Thomas Wolf,Gennady Pekhimenko +15 more
TL;DR: This paper proposed a novel algorithmic framework designed specifically for collaborative training and demonstrated the effectiveness of their approach for SwAV and ALBERT pretraining in realistic conditions and achieve performance comparable to traditional setups at a fraction of the cost.
Proceedings Article
Datasets: A Community Library for Natural Language Processing
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 Sasko,Gunjan Chhablani,Bhavitvya Malik,Simon Brandeis,Teven Le Scao,Victor Sanh,Canwen Xu,Nicolas Patry,Angelina McMillan-Major,Philipp Schmid,Sylvain Gugger,Clement Delangue,Théo Matussière,Lysandre Debut,Stas Bekman,Pierric Cistac,Thibault Goehringer,Victor Mustar,François Lagunas,Alexander M. Rush,Thomas Wolf +31 more
TL;DR: Datasets as discussed by the authors is a community library for contemporary NLP designed to support the scale, variety, and quantity of publicly-available NLP datasets, as well as new tasks, larger models, and novel benchmarks.