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@article{DBLP:journals/jmlr/IzacardLLHPSDJRG23,
author = {Gautier Izacard and
Patrick S. H. Lewis and
Maria Lomeli and
Lucas Hosseini and
Fabio Petroni and
Timo Schick and
Jane Dwivedi{-}Yu and
Armand Joulin and
Sebastian Riedel and
Edouard Grave},
title = {Atlas: Few-shot Learning with Retrieval Augmented Language Models},
journal = {J. Mach. Learn. Res.},
volume = {24},
pages = {251:1--251:43},
year = {2023},
url = {http://jmlr.org/papers/v24/23-0037.html},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/IzacardLLHPSDJRG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/PetroniBPLIHDLSBMJGR23,
author = {Fabio Petroni and
Samuel Broscheit and
Aleksandra Piktus and
Patrick S. H. Lewis and
Gautier Izacard and
Lucas Hosseini and
Jane Dwivedi{-}Yu and
Maria Lomeli and
Timo Schick and
Michele Bevilacqua and
Pierre{-}Emmanuel Mazar{\'{e}} and
Armand Joulin and
Edouard Grave and
Sebastian Riedel},
title = {Improving Wikipedia verifiability with {AI}},
journal = {Nat. Mac. Intell.},
volume = {5},
number = {10},
pages = {1142--1148},
year = {2023},
url = {https://doi.org/10.1038/s42256-023-00726-1},
doi = {10.1038/S42256-023-00726-1},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/PetroniBPLIHDLSBMJGR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/TouvronBCCEGIJSVJ23,
author = {Hugo Touvron and
Piotr Bojanowski and
Mathilde Caron and
Matthieu Cord and
Alaaeldin El{-}Nouby and
Edouard Grave and
Gautier Izacard and
Armand Joulin and
Gabriel Synnaeve and
Jakob Verbeek and
Herv{\'{e}} J{\'{e}}gou},
title = {ResMLP: Feedforward Networks for Image Classification With Data-Efficient
Training},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {4},
pages = {5314--5321},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2022.3206148},
doi = {10.1109/TPAMI.2022.3206148},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/TouvronBCCEGIJSVJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SchickYJPLIYNG023,
author = {Timo Schick and
Jane A. Yu and
Zhengbao Jiang and
Fabio Petroni and
Patrick S. H. Lewis and
Gautier Izacard and
Qingfei You and
Christoforos Nalmpantis and
Edouard Grave and
Sebastian Riedel},
title = {{PEER:} {A} Collaborative Language Model},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=KbYevcLjnc},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SchickYJPLIYNG023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-07842,
author = {Gr{\'{e}}goire Mialon and
Roberto Dess{\`{\i}} and
Maria Lomeli and
Christoforos Nalmpantis and
Ramakanth Pasunuru and
Roberta Raileanu and
Baptiste Rozi{\`{e}}re and
Timo Schick and
Jane Dwivedi{-}Yu and
Asli Celikyilmaz and
Edouard Grave and
Yann LeCun and
Thomas Scialom},
title = {Augmented Language Models: a Survey},
journal = {CoRR},
volume = {abs/2302.07842},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.07842},
doi = {10.48550/ARXIV.2302.07842},
eprinttype = {arXiv},
eprint = {2302.07842},
timestamp = {Mon, 20 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-07842.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-13971,
author = {Hugo Touvron and
Thibaut Lavril and
Gautier Izacard and
Xavier Martinet and
Marie{-}Anne Lachaux and
Timoth{\'{e}}e Lacroix and
Baptiste Rozi{\`{e}}re and
Naman Goyal and
Eric Hambro and
Faisal Azhar and
Aur{\'{e}}lien Rodriguez and
Armand Joulin and
Edouard Grave and
Guillaume Lample},
title = {LLaMA: Open and Efficient Foundation Language Models},
journal = {CoRR},
volume = {abs/2302.13971},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.13971},
doi = {10.48550/ARXIV.2302.13971},
eprinttype = {arXiv},
eprint = {2302.13971},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-13971.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-13581,
author = {Giovanni Monea and
Armand Joulin and
Edouard Grave},
title = {PaSS: Parallel Speculative Sampling},
journal = {CoRR},
volume = {abs/2311.13581},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.13581},
doi = {10.48550/ARXIV.2311.13581},
eprinttype = {arXiv},
eprint = {2311.13581},
timestamp = {Thu, 30 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-13581.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/IzacardCHRBJG22,
author = {Gautier Izacard and
Mathilde Caron and
Lucas Hosseini and
Sebastian Riedel and
Piotr Bojanowski and
Armand Joulin and
Edouard Grave},
title = {Unsupervised Dense Information Retrieval with Contrastive Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=jKN1pXi7b0},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/IzacardCHRBJG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KahnPLXHCT0GASL22,
author = {Jacob D. Kahn and
Vineel Pratap and
Tatiana Likhomanenko and
Qiantong Xu and
Awni Y. Hannun and
Jeff Cai and
Paden Tomasello and
Ann Lee and
Edouard Grave and
Gilad Avidov and
Benoit Steiner and
Vitaliy Liptchinsky and
Gabriel Synnaeve and
Ronan Collobert},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Flashlight: Enabling Innovation in Tools for Machine Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {10557--10574},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/kahn22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/KahnPLXHCT0GASL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-12465,
author = {Jacob Kahn and
Vineel Pratap and
Tatiana Likhomanenko and
Qiantong Xu and
Awni Y. Hannun and
Jeff Cai and
Paden Tomasello and
Ann Lee and
Edouard Grave and
Gilad Avidov and
Benoit Steiner and
Vitaliy Liptchinsky and
Gabriel Synnaeve and
Ronan Collobert},
title = {Flashlight: Enabling Innovation in Tools for Machine Learning},
journal = {CoRR},
volume = {abs/2201.12465},
year = {2022},
url = {https://arxiv.org/abs/2201.12465},
eprinttype = {arXiv},
eprint = {2201.12465},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-12465.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-06220,
author = {Fabio Petroni and
Samuel Broscheit and
Aleksandra Piktus and
Patrick S. H. Lewis and
Gautier Izacard and
Lucas Hosseini and
Jane Dwivedi{-}Yu and
Maria Lomeli and
Timo Schick and
Pierre{-}Emmanuel Mazar{\'{e}} and
Armand Joulin and
Edouard Grave and
Sebastian Riedel},
title = {Improving Wikipedia Verifiability with {AI}},
journal = {CoRR},
volume = {abs/2207.06220},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.06220},
doi = {10.48550/ARXIV.2207.06220},
eprinttype = {arXiv},
eprint = {2207.06220},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-06220.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-03299,
author = {Gautier Izacard and
Patrick S. H. Lewis and
Maria Lomeli and
Lucas Hosseini and
Fabio Petroni and
Timo Schick and
Jane Dwivedi{-}Yu and
Armand Joulin and
Sebastian Riedel and
Edouard Grave},
title = {Few-shot Learning with Retrieval Augmented Language Models},
journal = {CoRR},
volume = {abs/2208.03299},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.03299},
doi = {10.48550/ARXIV.2208.03299},
eprinttype = {arXiv},
eprint = {2208.03299},
timestamp = {Wed, 25 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-03299.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-11663,
author = {Timo Schick and
Jane Dwivedi{-}Yu and
Zhengbao Jiang and
Fabio Petroni and
Patrick S. H. Lewis and
Gautier Izacard and
Qingfei You and
Christoforos Nalmpantis and
Edouard Grave and
Sebastian Riedel},
title = {{PEER:} {A} Collaborative Language Model},
journal = {CoRR},
volume = {abs/2208.11663},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.11663},
doi = {10.48550/ARXIV.2208.11663},
eprinttype = {arXiv},
eprint = {2208.11663},
timestamp = {Wed, 25 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-11663.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-13331,
author = {Jane Dwivedi{-}Yu and
Timo Schick and
Zhengbao Jiang and
Maria Lomeli and
Patrick S. H. Lewis and
Gautier Izacard and
Edouard Grave and
Sebastian Riedel and
Fabio Petroni},
title = {EditEval: An Instruction-Based Benchmark for Text Improvements},
journal = {CoRR},
volume = {abs/2209.13331},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.13331},
doi = {10.48550/ARXIV.2209.13331},
eprinttype = {arXiv},
eprint = {2209.13331},
timestamp = {Wed, 25 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-13331.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SchwenkWEGJF20,
author = {Holger Schwenk and
Guillaume Wenzek and
Sergey Edunov and
Edouard Grave and
Armand Joulin and
Angela Fan},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {CCMatrix: Mining Billions of High-Quality Parallel Sentences on the
Web},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {6490--6500},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.507},
doi = {10.18653/V1/2021.ACL-LONG.507},
timestamp = {Mon, 09 Aug 2021 16:25:37 +0200},
biburl = {https://dblp.org/rec/conf/acl/SchwenkWEGJF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/IzacardG21,
author = {Gautier Izacard and
Edouard Grave},
editor = {Paola Merlo and
J{\"{o}}rg Tiedemann and
Reut Tsarfaty},
title = {Leveraging Passage Retrieval with Generative Models for Open Domain
Question Answering},
booktitle = {Proceedings of the 16th Conference of the European Chapter of the
Association for Computational Linguistics: Main Volume, {EACL} 2021,
Online, April 19 - 23, 2021},
pages = {874--880},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.eacl-main.74},
doi = {10.18653/V1/2021.EACL-MAIN.74},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eacl/IzacardG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/IzacardG21,
author = {Gautier Izacard and
Edouard Grave},
title = {Distilling Knowledge from Reader to Retriever for Question Answering},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=NTEz-6wysdb},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/IzacardG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/StockFGGGJJ21,
author = {Pierre Stock and
Angela Fan and
Benjamin Graham and
Edouard Grave and
R{\'{e}}mi Gribonval and
Herv{\'{e}} J{\'{e}}gou and
Armand Joulin},
title = {Training with Quantization Noise for Extreme Model Compression},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=dV19Yyi1fS3},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/StockFGGGJJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/DuGGCCASC21,
author = {Jingfei Du and
Edouard Grave and
Beliz Gunel and
Vishrav Chaudhary and
Onur Celebi and
Michael Auli and
Veselin Stoyanov and
Alexis Conneau},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {Self-training Improves Pre-training for Natural Language Understanding},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {5408--5418},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.426},
doi = {10.18653/V1/2021.NAACL-MAIN.426},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/DuGGCCASC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-00133,
author = {Sewon Min and
Jordan L. Boyd{-}Graber and
Chris Alberti and
Danqi Chen and
Eunsol Choi and
Michael Collins and
Kelvin Guu and
Hannaneh Hajishirzi and
Kenton Lee and
Jennimaria Palomaki and
Colin Raffel and
Adam Roberts and
Tom Kwiatkowski and
Patrick S. H. Lewis and
Yuxiang Wu and
Heinrich K{\"{u}}ttler and
Linqing Liu and
Pasquale Minervini and
Pontus Stenetorp and
Sebastian Riedel and
Sohee Yang and
Minjoon Seo and
Gautier Izacard and
Fabio Petroni and
Lucas Hosseini and
Nicola De Cao and
Edouard Grave and
Ikuya Yamada and
Sonse Shimaoka and
Masatoshi Suzuki and
Shumpei Miyawaki and
Shun Sato and
Ryo Takahashi and
Jun Suzuki and
Martin Fajcik and
Martin Docekal and
Karel Ondrej and
Pavel Smrz and
Hao Cheng and
Yelong Shen and
Xiaodong Liu and
Pengcheng He and
Weizhu Chen and
Jianfeng Gao and
Barlas Oguz and
Xilun Chen and
Vladimir Karpukhin and
Stan Peshterliev and
Dmytro Okhonko and
Michael Sejr Schlichtkrull and
Sonal Gupta and
Yashar Mehdad and
Wen{-}tau Yih},
title = {NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons
Learned},
journal = {CoRR},
volume = {abs/2101.00133},
year = {2021},
url = {https://arxiv.org/abs/2101.00133},
eprinttype = {arXiv},
eprint = {2101.00133},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-00133.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-03404,
author = {Hugo Touvron and
Piotr Bojanowski and
Mathilde Caron and
Matthieu Cord and
Alaaeldin El{-}Nouby and
Edouard Grave and
Armand Joulin and
Gabriel Synnaeve and
Jakob Verbeek and
Herv{\'{e}} J{\'{e}}gou},
title = {ResMLP: Feedforward networks for image classification with data-efficient
training},
journal = {CoRR},
volume = {abs/2105.03404},
year = {2021},
url = {https://arxiv.org/abs/2105.03404},
eprinttype = {arXiv},
eprint = {2105.03404},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-03404.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-09118,
author = {Gautier Izacard and
Mathilde Caron and
Lucas Hosseini and
Sebastian Riedel and
Piotr Bojanowski and
Armand Joulin and
Edouard Grave},
title = {Towards Unsupervised Dense Information Retrieval with Contrastive
Learning},
journal = {CoRR},
volume = {abs/2112.09118},
year = {2021},
url = {https://arxiv.org/abs/2112.09118},
eprinttype = {arXiv},
eprint = {2112.09118},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-09118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-09924,
author = {Aleksandra Piktus and
Fabio Petroni and
Vladimir Karpukhin and
Dmytro Okhonko and
Samuel Broscheit and
Gautier Izacard and
Patrick S. H. Lewis and
Barlas Oguz and
Edouard Grave and
Wen{-}tau Yih and
Sebastian Riedel},
title = {The Web Is Your Oyster - Knowledge-Intensive {NLP} against a Very
Large Web Corpus},
journal = {CoRR},
volume = {abs/2112.09924},
year = {2021},
url = {https://arxiv.org/abs/2112.09924},
eprinttype = {arXiv},
eprint = {2112.09924},
timestamp = {Wed, 25 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-09924.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-10740,
author = {Alaaeldin El{-}Nouby and
Gautier Izacard and
Hugo Touvron and
Ivan Laptev and
Herv{\'{e}} J{\'{e}}gou and
Edouard Grave},
title = {Are Large-scale Datasets Necessary for Self-Supervised Pre-training?},
journal = {CoRR},
volume = {abs/2112.10740},
year = {2021},
url = {https://arxiv.org/abs/2112.10740},
eprinttype = {arXiv},
eprint = {2112.10740},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-10740.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ConneauKGCWGGOZ20,
author = {Alexis Conneau and
Kartikay Khandelwal and
Naman Goyal and
Vishrav Chaudhary and
Guillaume Wenzek and
Francisco Guzm{\'{a}}n and
Edouard Grave and
Myle Ott and
Luke Zettlemoyer and
Veselin Stoyanov},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Unsupervised Cross-lingual Representation Learning at Scale},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {8440--8451},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.747},
doi = {10.18653/V1/2020.ACL-MAIN.747},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/ConneauKGCWGGOZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ElbayadGGA20,
author = {Maha Elbayad and
Jiatao Gu and
Edouard Grave and
Michael Auli},
title = {Depth-Adaptive Transformer},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=SJg7KhVKPH},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ElbayadGGA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/FanGJ20,
author = {Angela Fan and
Edouard Grave and
Armand Joulin},
title = {Reducing Transformer Depth on Demand with Structured Dropout},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=SylO2yStDr},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/FanGJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lrec/WenzekLCCGJG20,
author = {Guillaume Wenzek and
Marie{-}Anne Lachaux and
Alexis Conneau and
Vishrav Chaudhary and
Francisco Guzm{\'{a}}n and
Armand Joulin and
Edouard Grave},
editor = {Nicoletta Calzolari and
Fr{\'{e}}d{\'{e}}ric B{\'{e}}chet and
Philippe Blache and
Khalid Choukri and
Christopher Cieri and
Thierry Declerck and
Sara Goggi and
Hitoshi Isahara and
Bente Maegaard and
Joseph Mariani and
H{\'{e}}l{\`{e}}ne Mazo and
Asunci{\'{o}}n Moreno and
Jan Odijk and
Stelios Piperidis},
title = {CCNet: Extracting High Quality Monolingual Datasets from Web Crawl
Data},
booktitle = {Proceedings of The 12th Language Resources and Evaluation Conference,
{LREC} 2020, Marseille, France, May 11-16, 2020},
pages = {4003--4012},
publisher = {European Language Resources Association},
year = {2020},
url = {https://aclanthology.org/2020.lrec-1.494/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lrec/WenzekLCCGJG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MinBACC0GHLPRRK20,
author = {Sewon Min and
Jordan L. Boyd{-}Graber and
Chris Alberti and
Danqi Chen and
Eunsol Choi and
Michael Collins and
Kelvin Guu and
Hannaneh Hajishirzi and
Kenton Lee and
Jennimaria Palomaki and
Colin Raffel and
Adam Roberts and
Tom Kwiatkowski and
Patrick S. H. Lewis and
Yuxiang Wu and
Heinrich K{\"{u}}ttler and
Linqing Liu and
Pasquale Minervini and
Pontus Stenetorp and
Sebastian Riedel and
Sohee Yang and
Minjoon Seo and
Gautier Izacard and
Fabio Petroni and
Lucas Hosseini and
Nicola De Cao and
Edouard Grave and
Ikuya Yamada and
Sonse Shimaoka and
Masatoshi Suzuki and
Shumpei Miyawaki and
Shun Sato and
Ryo Takahashi and
Jun Suzuki and
Martin Fajcik and
Martin Docekal and
Karel Ondrej and
Pavel Smrz and
Hao Cheng and
Yelong Shen and
Xiaodong Liu and
Pengcheng He and
Weizhu Chen and
Jianfeng Gao and
Barlas Oguz and
Xilun Chen and
Vladimir Karpukhin and
Stan Peshterliev and
Dmytro Okhonko and
Michael Sejr Schlichtkrull and
Sonal Gupta and
Yashar Mehdad and
Wen{-}tau Yih},
editor = {Hugo Jair Escalante and
Katja Hofmann},
title = {NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons
Learned},
booktitle = {NeurIPS 2020 Competition and Demonstration Track, 6-12 December 2020,
Virtual Event / Vancouver, BC, Canada},
series = {Proceedings of Machine Learning Research},
volume = {133},
pages = {86--111},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v133/min21a.html},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/MinBACC0GHLPRRK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09402,
author = {Angela Fan and
Thibaut Lavril and
Edouard Grave and
Armand Joulin and
Sainbayar Sukhbaatar},
title = {Accessing Higher-level Representations in Sequential Transformers
with Feedback Memory},
journal = {CoRR},
volume = {abs/2002.09402},
year = {2020},
url = {https://arxiv.org/abs/2002.09402},
eprinttype = {arXiv},
eprint = {2002.09402},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-09402.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-07320,
author = {Angela Fan and
Pierre Stock and
Benjamin Graham and
Edouard Grave and
R{\'{e}}mi Gribonval and
Herv{\'{e}} J{\'{e}}gou and
Armand Joulin},
title = {Training with Quantization Noise for Extreme Model Compression},
journal = {CoRR},
volume = {abs/2004.07320},
year = {2020},
url = {https://arxiv.org/abs/2004.07320},
eprinttype = {arXiv},
eprint = {2004.07320},
timestamp = {Wed, 22 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-07320.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-01282,
author = {Gautier Izacard and
Edouard Grave},
title = {Leveraging Passage Retrieval with Generative Models for Open Domain
Question Answering},
journal = {CoRR},
volume = {abs/2007.01282},
year = {2020},
url = {https://arxiv.org/abs/2007.01282},
eprinttype = {arXiv},
eprint = {2007.01282},
timestamp = {Mon, 06 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-01282.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02194,
author = {Jingfei Du and
Edouard Grave and
Beliz Gunel and
Vishrav Chaudhary and
Onur Celebi and
Michael Auli and
Ves Stoyanov and
Alexis Conneau},
title = {Self-training Improves Pre-training for Natural Language Understanding},
journal = {CoRR},
volume = {abs/2010.02194},
year = {2020},
url = {https://arxiv.org/abs/2010.02194},
eprinttype = {arXiv},
eprint = {2010.02194},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02194.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11125,
author = {Angela Fan and
Shruti Bhosale and
Holger Schwenk and
Zhiyi Ma and
Ahmed El{-}Kishky and
Siddharth Goyal and
Mandeep Baines and
Onur Celebi and
Guillaume Wenzek and
Vishrav Chaudhary and
Naman Goyal and
Tom Birch and
Vitaliy Liptchinsky and
Sergey Edunov and
Edouard Grave and
Michael Auli and
Armand Joulin},
title = {Beyond English-Centric Multilingual Machine Translation},
journal = {CoRR},
volume = {abs/2010.11125},
year = {2020},
url = {https://arxiv.org/abs/2010.11125},
eprinttype = {arXiv},
eprint = {2010.11125},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11125.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-04584,
author = {Gautier Izacard and
Edouard Grave},
title = {Distilling Knowledge from Reader to Retriever for Question Answering},
journal = {CoRR},
volume = {abs/2012.04584},
year = {2020},
url = {https://arxiv.org/abs/2012.04584},
eprinttype = {arXiv},
eprint = {2012.04584},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-04584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-15156,
author = {Gautier Izacard and
Fabio Petroni and
Lucas Hosseini and
Nicola De Cao and
Sebastian Riedel and
Edouard Grave},
title = {A Memory Efficient Baseline for Open Domain Question Answering},
journal = {CoRR},
volume = {abs/2012.15156},
year = {2020},
url = {https://arxiv.org/abs/2012.15156},
eprinttype = {arXiv},
eprint = {2012.15156},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-15156.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SukhbaatarGBJ19,
author = {Sainbayar Sukhbaatar and
Edouard Grave and
Piotr Bojanowski and
Armand Joulin},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Adaptive Attention Span in Transformers},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {331--335},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1032},
doi = {10.18653/V1/P19-1032},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SukhbaatarGBJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/GraveSBJ19,
author = {Edouard Grave and
Sainbayar Sukhbaatar and
Piotr Bojanowski and
Armand Joulin},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Training Hybrid Language Models by Marginalizing over Segmentations},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {1477--1482},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1143},
doi = {10.18653/V1/P19-1143},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/GraveSBJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WangHXPMPKTHYJC19,
author = {Alex Wang and
Jan Hula and
Patrick Xia and
Raghavendra Pappagari and
R. Thomas McCoy and
Roma Patel and
Najoung Kim and
Ian Tenney and
Yinghui Huang and
Katherin Yu and
Shuning Jin and
Berlin Chen and
Benjamin Van Durme and
Edouard Grave and
Ellie Pavlick and
Samuel R. Bowman},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining
Beyond Language Modeling},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {4465--4476},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1439},
doi = {10.18653/V1/P19-1439},
timestamp = {Thu, 23 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/WangHXPMPKTHYJC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GraveJB19,
author = {Edouard Grave and
Armand Joulin and
Quentin Berthet},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Unsupervised Alignment of Embeddings with Wasserstein Procrustes},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {1880--1890},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/grave19a.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GraveJB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/CzarnowskaRGCC19,
author = {Paula Czarnowska and
Sebastian Ruder and
Edouard Grave and
Ryan Cotterell and
Ann A. Copestake},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Don't Forget the Long Tail! {A} Comprehensive Analysis of Morphological
Generalization in Bilingual Lexicon Induction},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {974--983},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1090},
doi = {10.18653/V1/D19-1090},
timestamp = {Thu, 07 Apr 2022 09:14:07 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/CzarnowskaRGCC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AlauxGCJ19,
author = {Jean Alaux and
Edouard Grave and
Marco Cuturi and
Armand Joulin},
title = {Unsupervised Hyper-alignment for Multilingual Word Embeddings},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=HJe62s09tX},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/AlauxGCJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/EdizelPBFGS19,
author = {Bora Edizel and
Aleksandra Piktus and
Piotr Bojanowski and
Rui Ferreira and
Edouard Grave and
Fabrizio Silvestri},
editor = {Jill Burstein and
Christy Doran and
Thamar Solorio},
title = {Misspelling Oblivious Word Embeddings},
booktitle = {Proceedings of the 2019 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long
and Short Papers)},
pages = {3226--3234},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/n19-1326},
doi = {10.18653/V1/N19-1326},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/EdizelPBFGS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-07799,
author = {Sainbayar Sukhbaatar and
Edouard Grave and
Piotr Bojanowski and
Armand Joulin},
title = {Adaptive Attention Span in Transformers},
journal = {CoRR},
volume = {abs/1905.07799},
year = {2019},
url = {http://arxiv.org/abs/1905.07799},
eprinttype = {arXiv},
eprint = {1905.07799},
timestamp = {Tue, 28 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-07799.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-09755,
author = {Bora Edizel and
Aleksandra Piktus and
Piotr Bojanowski and
Rui Ferreira and
Edouard Grave and
Fabrizio Silvestri},
title = {Misspelling Oblivious Word Embeddings},
journal = {CoRR},
volume = {abs/1905.09755},
year = {2019},
url = {http://arxiv.org/abs/1905.09755},
eprinttype = {arXiv},
eprint = {1905.09755},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-09755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-01470,
author = {Sainbayar Sukhbaatar and
Edouard Grave and
Guillaume Lample and
Herv{\'{e}} J{\'{e}}gou and
Armand Joulin},
title = {Augmenting Self-attention with Persistent Memory},
journal = {CoRR},
volume = {abs/1907.01470},
year = {2019},
url = {http://arxiv.org/abs/1907.01470},
eprinttype = {arXiv},
eprint = {1907.01470},
timestamp = {Wed, 24 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-01470.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-02855,
author = {Paula Czarnowska and
Sebastian Ruder and
Edouard Grave and
Ryan Cotterell and
Ann A. Copestake},
title = {Don't Forget the Long Tail! {A} Comprehensive Analysis of Morphological
Generalization in Bilingual Lexicon Induction},
journal = {CoRR},
volume = {abs/1909.02855},
year = {2019},
url = {http://arxiv.org/abs/1909.02855},
eprinttype = {arXiv},
eprint = {1909.02855},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-02855.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-11556,
author = {Angela Fan and
Edouard Grave and
Armand Joulin},
title = {Reducing Transformer Depth on Demand with Structured Dropout},
journal = {CoRR},
volume = {abs/1909.11556},
year = {2019},
url = {http://arxiv.org/abs/1909.11556},
eprinttype = {arXiv},
eprint = {1909.11556},
timestamp = {Fri, 27 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-11556.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-06241,
author = {Piotr Bojanowski and
Onur Celebi and
Tom{\'{a}}s Mikolov and
Edouard Grave and
Armand Joulin},
title = {Updating Pre-trained Word Vectors and Text Classifiers using Monolingual
Alignment},
journal = {CoRR},
volume = {abs/1910.06241},
year = {2019},
url = {http://arxiv.org/abs/1910.06241},
eprinttype = {arXiv},
eprint = {1910.06241},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-06241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-10073,
author = {Maha Elbayad and
Jiatao Gu and
Edouard Grave and
Michael Auli},
title = {Depth-Adaptive Transformer},
journal = {CoRR},
volume = {abs/1910.10073},
year = {2019},
url = {http://arxiv.org/abs/1910.10073},
eprinttype = {arXiv},
eprint = {1910.10073},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-10073.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-00359,
author = {Guillaume Wenzek and
Marie{-}Anne Lachaux and
Alexis Conneau and
Vishrav Chaudhary and
Francisco Guzm{\'{a}}n and
Armand Joulin and
Edouard Grave},
title = {CCNet: Extracting High Quality Monolingual Datasets from Web Crawl
Data},
journal = {CoRR},
volume = {abs/1911.00359},
year = {2019},
url = {http://arxiv.org/abs/1911.00359},
eprinttype = {arXiv},
eprint = {1911.00359},
timestamp = {Mon, 11 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-00359.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-02116,
author = {Alexis Conneau and
Kartikay Khandelwal and
Naman Goyal and
Vishrav Chaudhary and
Guillaume Wenzek and
Francisco Guzm{\'{a}}n and
Edouard Grave and
Myle Ott and
Luke Zettlemoyer and
Veselin Stoyanov},
title = {Unsupervised Cross-lingual Representation Learning at Scale},
journal = {CoRR},
volume = {abs/1911.02116},
year = {2019},
url = {http://arxiv.org/abs/1911.02116},
eprinttype = {arXiv},
eprint = {1911.02116},
timestamp = {Mon, 11 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-02116.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-04944,
author = {Holger Schwenk and
Guillaume Wenzek and
Sergey Edunov and
Edouard Grave and
Armand Joulin},
title = {CCMatrix: Mining Billions of High-Quality Parallel Sentences on the
{WEB}},
journal = {CoRR},
volume = {abs/1911.04944},
year = {2019},
url = {http://arxiv.org/abs/1911.04944},
eprinttype = {arXiv},
eprint = {1911.04944},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-04944.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-08460,
author = {Gabriel Synnaeve and
Qiantong Xu and
Jacob Kahn and
Edouard Grave and
Tatiana Likhomanenko and
Vineel Pratap and
Anuroop Sriram and
Vitaliy Liptchinsky and
Ronan Collobert},
title = {End-to-end {ASR:} from Supervised to Semi-Supervised Learning with
Modern Architectures},
journal = {CoRR},
volume = {abs/1911.08460},
year = {2019},
url = {http://arxiv.org/abs/1911.08460},
eprinttype = {arXiv},
eprint = {1911.08460},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-08460.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KielaGJM18,
author = {Douwe Kiela and
Edouard Grave and
Armand Joulin and
Tom{\'{a}}s Mikolov},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Efficient Large-Scale Multi-Modal Classification},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {5198--5204},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11945},
doi = {10.1609/AAAI.V32I1.11945},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KielaGJM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/JoulinBMJG18,
author = {Armand Joulin and
Piotr Bojanowski and
Tom{\'{a}}s Mikolov and
Herv{\'{e}} J{\'{e}}gou and
Edouard Grave},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Loss in Translation: Learning Bilingual Word Mapping with a Retrieval
Criterion},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {2979--2984},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1330},
doi = {10.18653/V1/D18-1330},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/JoulinBMJG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lrec/GraveBGJM18,
author = {Edouard Grave and
Piotr Bojanowski and
Prakhar Gupta and
Armand Joulin and
Tom{\'{a}}s Mikolov},
editor = {Nicoletta Calzolari and
Khalid Choukri and
Christopher Cieri and
Thierry Declerck and
Sara Goggi and
K{\^{o}}iti Hasida and
Hitoshi Isahara and
Bente Maegaard and
Joseph Mariani and
H{\'{e}}l{\`{e}}ne Mazo and
Asunci{\'{o}}n Moreno and
Jan Odijk and
Stelios Piperidis and
Takenobu Tokunaga},
title = {Learning Word Vectors for 157 Languages},
booktitle = {Proceedings of the Eleventh International Conference on Language Resources
and Evaluation, {LREC} 2018, Miyazaki, Japan, May 7-12, 2018},
publisher = {European Language Resources Association {(ELRA)}},
year = {2018},
url = {http://www.lrec-conf.org/proceedings/lrec2018/summaries/627.html},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lrec/GraveBGJM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lrec/MikolovGBPJ18,
author = {Tom{\'{a}}s Mikolov and
Edouard Grave and
Piotr Bojanowski and
Christian Puhrsch and
Armand Joulin},
editor = {Nicoletta Calzolari and
Khalid Choukri and
Christopher Cieri and
Thierry Declerck and
Sara Goggi and
K{\^{o}}iti Hasida and
Hitoshi Isahara and
Bente Maegaard and
Joseph Mariani and
H{\'{e}}l{\`{e}}ne Mazo and
Asunci{\'{o}}n Moreno and
Jan Odijk and
Stelios Piperidis and
Takenobu Tokunaga},
title = {Advances in Pre-Training Distributed Word Representations},
booktitle = {Proceedings of the Eleventh International Conference on Language Resources
and Evaluation, {LREC} 2018, Miyazaki, Japan, May 7-12, 2018},
publisher = {European Language Resources Association {(ELRA)}},
year = {2018},
url = {http://www.lrec-conf.org/proceedings/lrec2018/summaries/721.html},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lrec/MikolovGBPJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/GulordavaBGLB18,
author = {Kristina Gulordava and
Piotr Bojanowski and
Edouard Grave and
Tal Linzen and
Marco Baroni},
editor = {Marilyn A. Walker and
Heng Ji and
Amanda Stent},
title = {Colorless Green Recurrent Networks Dream Hierarchically},
booktitle = {Proceedings of the 2018 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2018, New Orleans, Louisiana, USA, June 1-6, 2018, Volume
1 (Long Papers)},
pages = {1195--1205},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/n18-1108},
doi = {10.18653/V1/N18-1108},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/GulordavaBGLB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-02892,
author = {Douwe Kiela and
Edouard Grave and
Armand Joulin and
Tom{\'{a}}s Mikolov},
title = {Efficient Large-Scale Multi-Modal Classification},
journal = {CoRR},
volume = {abs/1802.02892},
year = {2018},
url = {http://arxiv.org/abs/1802.02892},
eprinttype = {arXiv},
eprint = {1802.02892},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-02892.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-06893,
author = {Edouard Grave and
Piotr Bojanowski and
Prakhar Gupta and
Armand Joulin and
Tom{\'{a}}s Mikolov},
title = {Learning Word Vectors for 157 Languages},
journal = {CoRR},
volume = {abs/1802.06893},
year = {2018},
url = {http://arxiv.org/abs/1802.06893},
eprinttype = {arXiv},
eprint = {1802.06893},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-06893.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-11138,
author = {Kristina Gulordava and
Piotr Bojanowski and
Edouard Grave and
Tal Linzen and
Marco Baroni},
title = {Colorless green recurrent networks dream hierarchically},
journal = {CoRR},
volume = {abs/1803.11138},
year = {2018},
url = {http://arxiv.org/abs/1803.11138},
eprinttype = {arXiv},
eprint = {1803.11138},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-11138.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-07705,
author = {Anton Bakhtin and
Arthur Szlam and
Marc'Aurelio Ranzato and
Edouard Grave},
title = {Lightweight Adaptive Mixture of Neural and N-gram Language Models},
journal = {CoRR},
volume = {abs/1804.07705},
year = {2018},
url = {http://arxiv.org/abs/1804.07705},
eprinttype = {arXiv},
eprint = {1804.07705},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-07705.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-07745,
author = {Armand Joulin and
Piotr Bojanowski and
Tom{\'{a}}s Mikolov and
Edouard Grave},
title = {Improving Supervised Bilingual Mapping of Word Embeddings},
journal = {CoRR},
volume = {abs/1804.07745},
year = {2018},
url = {http://arxiv.org/abs/1804.07745},
eprinttype = {arXiv},
eprint = {1804.07745},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-07745.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-11222,
author = {Edouard Grave and
Armand Joulin and
Quentin Berthet},
title = {Unsupervised Alignment of Embeddings with Wasserstein Procrustes},
journal = {CoRR},
volume = {abs/1805.11222},
year = {2018},
url = {http://arxiv.org/abs/1805.11222},
eprinttype = {arXiv},
eprint = {1805.11222},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-11222.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-01124,
author = {Jean Alaux and
Edouard Grave and
Marco Cuturi and
Armand Joulin},
title = {Unsupervised Hyperalignment for Multilingual Word Embeddings},
journal = {CoRR},
volume = {abs/1811.01124},
year = {2018},
url = {http://arxiv.org/abs/1811.01124},
eprinttype = {arXiv},
eprint = {1811.01124},
timestamp = {Thu, 22 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-01124.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-10860,
author = {Samuel R. Bowman and
Ellie Pavlick and
Edouard Grave and
Benjamin Van Durme and
Alex Wang and
Jan Hula and
Patrick Xia and
Raghavendra Pappagari and
R. Thomas McCoy and
Roma Patel and
Najoung Kim and
Ian Tenney and
Yinghui Huang and
Katherin Yu and
Shuning Jin and
Berlin Chen},
title = {Looking for ELMo's friends: Sentence-Level Pretraining Beyond Language
Modeling},
journal = {CoRR},
volume = {abs/1812.10860},
year = {2018},
url = {http://arxiv.org/abs/1812.10860},
eprinttype = {arXiv},
eprint = {1812.10860},
timestamp = {Thu, 23 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-10860.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/ZhangGSE17,
author = {Shaodian Zhang and
Edouard Grave and
Elizabeth Sklar and
No{\'{e}}mie Elhadad},
title = {Longitudinal analysis of discussion topics in an online breast cancer
community using convolutional neural networks},
journal = {J. Biomed. Informatics},
volume = {69},
pages = {1--9},
year = {2017},
url = {https://doi.org/10.1016/j.jbi.2017.03.012},
doi = {10.1016/J.JBI.2017.03.012},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/ZhangGSE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/BojanowskiGJM17,
author = {Piotr Bojanowski and
Edouard Grave and
Armand Joulin and
Tom{\'{a}}s Mikolov},
title = {Enriching Word Vectors with Subword Information},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {5},
pages = {135--146},
year = {2017},
url = {https://doi.org/10.1162/tacl\_a\_00051},
doi = {10.1162/TACL\_A\_00051},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tacl/BojanowskiGJM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/akbc/JoulinGBNM17,
author = {Armand Joulin and
Edouard Grave and
Piotr Bojanowski and
Maximilian Nickel and
Tom{\'{a}}s Mikolov},
title = {Fast Linear Model for Knowledge Graph Embeddings},
booktitle = {6th Workshop on Automated Knowledge Base Construction, AKBC@NIPS 2017,
Long Beach, California, USA, December 8, 2017},
publisher = {OpenReview.net},
year = {2017},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/akbc/JoulinGBNM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/GraveMJB17,
author = {Armand Joulin and
Edouard Grave and
Piotr Bojanowski and
Tom{\'{a}}s Mikolov},
editor = {Mirella Lapata and
Phil Blunsom and
Alexander Koller},
title = {Bag of Tricks for Efficient Text Classification},
booktitle = {Proceedings of the 15th Conference of the European Chapter of the
Association for Computational Linguistics, {EACL} 2017, Valencia,
Spain, April 3-7, 2017, Volume 2: Short Papers},
pages = {427--431},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/e17-2068},
doi = {10.18653/V1/E17-2068},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eacl/GraveMJB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GraveJU17,
author = {Edouard Grave and
Armand Joulin and
Nicolas Usunier},
title = {Improving Neural Language Models with a Continuous Cache},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=B184E5qee},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GraveJU17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/JerniteGJM17,
author = {Yacine Jernite and
Edouard Grave and
Armand Joulin and
Tom{\'{a}}s Mikolov},
title = {Variable Computation in Recurrent Neural Networks},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=S1LVSrcge},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/JerniteGJM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CisseBGDU17,
author = {Moustapha Ciss{\'{e}} and
Piotr Bojanowski and
Edouard Grave and
Yann N. Dauphin and
Nicolas Usunier},
editor = {Doina Precup and
Yee Whye Teh},
title = {Parseval Networks: Improving Robustness to Adversarial Examples},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {854--863},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/cisse17a.html},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CisseBGDU17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GraveJCGJ17,
author = {Edouard Grave and
Armand Joulin and
Moustapha Ciss{\'{e}} and
David Grangier and
Herv{\'{e}} J{\'{e}}gou},
editor = {Doina Precup and
Yee Whye Teh},
title = {Efficient softmax approximation for GPUs},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1302--1310},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/grave17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GraveJCGJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GraveCJ17,
author = {Edouard Grave and
Moustapha Ciss{\'{e}} and
Armand Joulin},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Unbounded cache model for online language modeling with open vocabulary},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {6042--6052},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/f44ee263952e65b3610b8ba51229d1f9-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/GraveCJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CisseBGDU17,
author = {Moustapha Ciss{\'{e}} and
Piotr Bojanowski and
Edouard Grave and
Yann N. Dauphin and
Nicolas Usunier},
title = {Parseval Networks: Improving Robustness to Adversarial Examples},
journal = {CoRR},
volume = {abs/1704.08847},
year = {2017},
url = {http://arxiv.org/abs/1704.08847},
eprinttype = {arXiv},
eprint = {1704.08847},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CisseBGDU17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-10881,
author = {Armand Joulin and
Edouard Grave and
Piotr Bojanowski and
Maximilian Nickel and
Tom{\'{a}}s Mikolov},
title = {Fast Linear Model for Knowledge Graph Embeddings},
journal = {CoRR},
volume = {abs/1710.10881},
year = {2017},
url = {http://arxiv.org/abs/1710.10881},
eprinttype = {arXiv},
eprint = {1710.10881},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-10881.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-02604,
author = {Edouard Grave and
Moustapha Ciss{\'{e}} and
Armand Joulin},
title = {Unbounded cache model for online language modeling with open vocabulary},
journal = {CoRR},
volume = {abs/1711.02604},
year = {2017},
url = {http://arxiv.org/abs/1711.02604},
eprinttype = {arXiv},
eprint = {1711.02604},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-02604.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-09405,
author = {Tom{\'{a}}s Mikolov and
Edouard Grave and
Piotr Bojanowski and
Christian Puhrsch and
Armand Joulin},
title = {Advances in Pre-Training Distributed Word Representations},
journal = {CoRR},
volume = {abs/1712.09405},
year = {2017},
url = {http://arxiv.org/abs/1712.09405},
eprinttype = {arXiv},
eprint = {1712.09405},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-09405.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangGSE16,
author = {Shaodian Zhang and
Edouard Grave and
Elizabeth Sklar and
Noemie Elhadad},
title = {Longitudinal Analysis of Discussion Topics in an Online Breast Cancer
Community using Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/1603.08458},
year = {2016},
url = {http://arxiv.org/abs/1603.08458},
eprinttype = {arXiv},
eprint = {1603.08458},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangGSE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JoulinGBM16,
author = {Armand Joulin and
Edouard Grave and
Piotr Bojanowski and
Tom{\'{a}}s Mikolov},
title = {Bag of Tricks for Efficient Text Classification},
journal = {CoRR},
volume = {abs/1607.01759},
year = {2016},
url = {http://arxiv.org/abs/1607.01759},
eprinttype = {arXiv},
eprint = {1607.01759},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/JoulinGBM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BojanowskiGJM16,
author = {Piotr Bojanowski and
Edouard Grave and
Armand Joulin and
Tom{\'{a}}s Mikolov},
title = {Enriching Word Vectors with Subword Information},
journal = {CoRR},
volume = {abs/1607.04606},
year = {2016},
url = {http://arxiv.org/abs/1607.04606},
eprinttype = {arXiv},
eprint = {1607.04606},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BojanowskiGJM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GraveJCGJ16,
author = {Edouard Grave and
Armand Joulin and
Moustapha Ciss{\'{e}} and
David Grangier and
Herv{\'{e}} J{\'{e}}gou},
title = {Efficient softmax approximation for GPUs},
journal = {CoRR},
volume = {abs/1609.04309},
year = {2016},
url = {http://arxiv.org/abs/1609.04309},
eprinttype = {arXiv},
eprint = {1609.04309},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GraveJCGJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JerniteGJM16,
author = {Yacine Jernite and
Edouard Grave and
Armand Joulin and
Tom{\'{a}}s Mikolov},
title = {Variable Computation in Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/1611.06188},
year = {2016},
url = {http://arxiv.org/abs/1611.06188},
eprinttype = {arXiv},
eprint = {1611.06188},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/JerniteGJM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JoulinGBDJM16,
author = {Armand Joulin and
Edouard Grave and
Piotr Bojanowski and
Matthijs Douze and
Herv{\'{e}} J{\'{e}}gou and
Tom{\'{a}}s Mikolov},
title = {FastText.zip: Compressing text classification models},
journal = {CoRR},
volume = {abs/1612.03651},
year = {2016},
url = {http://arxiv.org/abs/1612.03651},
eprinttype = {arXiv},
eprint = {1612.03651},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/JoulinGBDJM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GraveJU16,
author = {Edouard Grave and
Armand Joulin and
Nicolas Usunier},
title = {Improving Neural Language Models with a Continuous Cache},
journal = {CoRR},
volume = {abs/1612.04426},
year = {2016},
url = {http://arxiv.org/abs/1612.04426},
eprinttype = {arXiv},
eprint = {1612.04426},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GraveJU16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/PivovarovPGAWE15,
author = {Rimma Pivovarov and
Adler J. Perotte and
Edouard Grave and
John Angiolillo and
Chris H. Wiggins and
No{\'{e}}mie Elhadad},
title = {Learning probabilistic phenotypes from heterogeneous {EHR} data},
journal = {J. Biomed. Informatics},
volume = {58},
pages = {156--165},
year = {2015},
url = {https://doi.org/10.1016/j.jbi.2015.10.001},
doi = {10.1016/J.JBI.2015.10.001},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/PivovarovPGAWE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/GraveE15,
author = {Edouard Grave and
No{\'{e}}mie Elhadad},
title = {A convex and feature-rich discriminative approach to dependency grammar
induction},
booktitle = {Proceedings of the 53rd Annual Meeting of the Association for Computational
Linguistics and the 7th International Joint Conference on Natural
Language Processing of the Asian Federation of Natural Language Processing,
{ACL} 2015, July 26-31, 2015, Beijing, China, Volume 1: Long Papers},
pages = {1375--1384},
publisher = {The Association for Computer Linguistics},
year = {2015},
url = {https://doi.org/10.3115/v1/p15-1133},
doi = {10.3115/V1/P15-1133},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/GraveE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/BojanowskiLGBLP15,
author = {Piotr Bojanowski and
R{\'{e}}mi Lajugie and
Edouard Grave and
Francis R. Bach and
Ivan Laptev and
Jean Ponce and
Cordelia Schmid},
title = {Weakly-Supervised Alignment of Video with Text},
booktitle = {2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015,
Santiago, Chile, December 7-13, 2015},
pages = {4462--4470},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICCV.2015.507},
doi = {10.1109/ICCV.2015.507},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/BojanowskiLGBLP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BojanowskiLGBLP15,
author = {Piotr Bojanowski and
R{\'{e}}mi Lajugie and
Edouard Grave and
Francis R. Bach and
Ivan Laptev and
Jean Ponce and
Cordelia Schmid},
title = {Weakly-Supervised Alignment of Video With Text},
journal = {CoRR},
volume = {abs/1505.06027},
year = {2015},
url = {http://arxiv.org/abs/1505.06027},
eprinttype = {arXiv},
eprint = {1505.06027},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BojanowskiLGBLP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Grave14,
author = {Edouard Grave},
title = {A Markovian approach to distributional semantics. (Une approche Markovienne
{\`{a}} la s{\'{e}}mantique distributionnelle)},
school = {Pierre and Marie Curie University, Paris, France},
year = {2014},
url = {https://tel.archives-ouvertes.fr/tel-00940575},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/hal/Grave14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/GraveOB14,
author = {Edouard Grave and
Guillaume Obozinski and
Francis R. Bach},
editor = {Jan Hajic and
Junichi Tsujii},
title = {A Markovian approach to distributional semantics with application
to semantic compositionality},
booktitle = {{COLING} 2014, 25th International Conference on Computational Linguistics,
Proceedings of the Conference: Technical Papers, August 23-29, 2014,
Dublin, Ireland},
pages = {1447--1456},
publisher = {{ACL}},
year = {2014},
url = {https://aclanthology.org/C14-1137/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/GraveOB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/Grave14,
author = {Edouard Grave},
editor = {Alessandro Moschitti and
Bo Pang and
Walter Daelemans},
title = {A convex relaxation for weakly supervised relation extraction},
booktitle = {Proceedings of the 2014 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2014, October 25-29, 2014, Doha, Qatar,
{A} meeting of SIGDAT, a Special Interest Group of the {ACL}},
pages = {1580--1590},
publisher = {{ACL}},
year = {2014},
url = {https://doi.org/10.3115/v1/d14-1166},
doi = {10.3115/V1/D14-1166},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/Grave14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conll/GraveOB13,
author = {Edouard Grave and
Guillaume Obozinski and
Francis R. Bach},
editor = {Julia Hockenmaier and
Sebastian Riedel},
title = {Hidden Markov tree models for semantic class induction},
booktitle = {Proceedings of the Seventeenth Conference on Computational Natural
Language Learning, CoNLL 2013, Sofia, Bulgaria, August 8-9, 2013},
pages = {94--103},
publisher = {{ACL}},
year = {2013},
url = {https://aclanthology.org/W13-3511/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/conll/GraveOB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GraveOB13,
author = {Edouard Grave and
Guillaume Obozinski and
Francis R. Bach},
title = {Domain adaptation for sequence labeling using hidden Markov models},
journal = {CoRR},
volume = {abs/1312.4092},
year = {2013},
url = {http://arxiv.org/abs/1312.4092},
eprinttype = {arXiv},
eprint = {1312.4092},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GraveOB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GraveOB11,
author = {Edouard Grave and
Guillaume Obozinski and
Francis R. Bach},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Trace Lasso: a trace norm regularization for correlated designs},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {2187--2195},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/33ceb07bf4eeb3da587e268d663aba1a-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GraveOB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1109-1990,
author = {Edouard Grave and
Guillaume Obozinski and
Francis R. Bach},
title = {Trace Lasso: a trace norm regularization for correlated designs},
journal = {CoRR},
volume = {abs/1109.1990},
year = {2011},
url = {http://arxiv.org/abs/1109.1990},
eprinttype = {arXiv},
eprint = {1109.1990},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1109-1990.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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