C
Clement Delangue
Publications - 10
Citations - 10017
Clement Delangue is an academic researcher. The author has contributed to research in topics: Language model & Artificial neural network. The author has an hindex of 5, co-authored 10 publications receiving 4003 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
HuggingFace's Transformers: State-of-the-art Natural Language Processing.
Thomas Wolf,Lysandre Debut,Victor Sanh,Julien Chaumond,Clement Delangue,Anthony Moi,Pierric Cistac,Tim Rault,Rémi Louf,Morgan Funtowicz,Jamie Brew +10 more
TL;DR: The \textit{Transformers} library 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
Transformers: State-of-the-art Natural Language Processing
Thomas Wolf,Lysandre Debut,Victor Sanh,Julien Chaumond,Clement Delangue,Anthony Moi,Pierric Cistac,Tim Rault,Rémi Louf,Morgan Funtowicz,Jamie Brew +10 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
TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational Agents
TL;DR: A new approach to generative data-driven dialogue systems (e.g. chatbots) called TransferTransfo is introduced which is a combination of a Transfer learning based training scheme and a high-capacity Transformer model which shows strong improvements over the current state-of-the-art end-to-end conversational models.
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.