🧑‍🔬 Edouard Grave — all works

26 works · ← Edouard Grave

1. Enriching Word Vectors with Subword InformationTransactions of the Association for Computational Linguistics (TACL)Piotr Bojanowski, Edouard Grave, Armand Joulin, et al.2017 · 11,873 citations
2. Unsupervised Cross-lingual Representation Learning at Scale ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetAlexis Conneau et al.2020 · 9,468 citations
3. Bag of Tricks for Efficient Text Classification ↗Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers · no summary yetArmand Joulin et al.2017 · 5,325 citations
4. Leveraging Passage Retrieval with Generative Models for Open Domain Question AnsweringConference of the European Chapter of the Association for Computational Linguistics (EACL)Gautier Izacard, Edouard Grave2021 · 1,692 citations
5. FastText.zip: Compressing text classification modelsarXiv:1612.03651Armand Joulin, Edouard Grave, Piotr Bojanowski, et al.2016 · 1,219 citations
6. Unsupervised Dense Information Retrieval with Contrastive LearningarXiv:2112.09118Gautier Izacard, Mathilde Caron, Lucas Hosseini, et al.2021 · 836 citations
7. Colorless Green Recurrent Networks Dream HierarchicallyConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Kristina Gulordava, Piotr Bojanowski, Edouard Grave, et al.2018 · 765 citations
8. Atlas: Few-shot Learning with Retrieval Augmented Language ModelsarXiv:2208.03299Gautier Izacard, Patrick Lewis, Maria Lomeli, et al.2022 · 673 citations
9. CCNet: Extracting High Quality Monolingual Datasets from Web Crawl DataLanguage Resources and Evaluation Conference (LREC)Guillaume Wenzek, Marie-Anne Lachaux, Alexis Conneau, et al.2020 · 666 citations
10. Learning Word Vectors for 157 LanguagesLanguage Resources and Evaluation Conference (LREC)Edouard Grave, Piotr Bojanowski, Prakhar Gupta, et al.2018 · 646 citations
11. Advances in Pre-Training Distributed Word RepresentationsLanguage Resources and Evaluation Conference (LREC)Tomas Mikolov, Edouard Grave, Piotr Bojanowski, et al.2017 · 628 citations
12. Reducing Transformer Depth on Demand with Structured DropoutarXiv:1909.11556Angela Fan, Edouard Grave, Armand Joulin2019 · 560 citations
13. Loss in Translation: Learning Bilingual Word Mapping with a Retrieval CriterionConference on Empirical Methods in Natural Language Processing (EMNLP)Armand Joulin, Piotr Bojanowski, Tomas Mikolov, et al.2018 · 479 citations
14. Augmented Language Models: a SurveyarXiv:2302.07842Grégoire Mialon, Roberto Dessì, Maria Lomeli, et al.2023 · 369 citations
15. Adaptive Attention Span in TransformersAnnual Meeting of the Association for Computational Linguistics (ACL)Sainbayar Sukhbaatar, Edouard Grave, Piotr Bojanowski, et al.2019 · 367 citations
16. CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEBarXiv:1911.04944Holger Schwenk, Guillaume Wenzek, Sergey Edunov, et al.2019 · 358 citations
17. Efficient softmax approximation for GPUsarXiv:1609.04309Edouard Grave, Armand Joulin, Moustapha Cisse, et al.2016 · 205 citations
18. Improving Neural Language Models with a Continuous Cache ↗arXiv:1612.04426 · no summary yetEdouard Grave, Armand Joulin, Nicolas Usunier2016 · 179 citations
19. Self-training Improves Pre-training for Natural Language UnderstandingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jingfei Du, Edouard Grave, Beliz Gunel, et al.2021 · 172 citations
20. Moshi: a speech-text foundation model for real-time dialoguearXiv:2410.00037Alexandre Defossez, Laurent Mazare, Manu Orsini, et al.2024 · 157 citations
21. Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetAlex Wang et al.2019 · 154 citations
22. PEER: A Collaborative Language Model ↗arXiv:2208.11663 · no summary yetTimo Schick et al.2022 · 126 citations
23. NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned ↗arXiv (Cornell University) · no summary yetSewon Min et al.2021 · 108 citations
24. Augmenting Self-attention with Persistent Memory ↗arXiv (Cornell University) · no summary yetSainbayar Sukhbaatar et al.2019 · 84 citations
25. Misspelling Oblivious Word Embeddings ↗Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) · no summary yetAleksandra Piktus et al.2019 · 82 citations
26. Looking for ELMo's friends: Sentence-Level Pretraining Beyond Language Modeling. ↗no summary yetSamuel R. Bowman et al.2018 · 34 citations

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