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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 13 of 13 1 Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering Izacard, Gautier; Grave, Edouard In: EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-03463108 ; EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Apr 2021, Kiev, Ukraine. pp.874-880, ⟨10.18653/v1/2021.eacl-main.74⟩ (2021) BASE Show details 2 CCMatrix: Mining Billions of High-Quality Parallel Sentences on the Web ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Edunov, Sergey; Fan, angelafan@fb.com. - : Underline Science Inc., 2021 BASE Show details 3 Beyond English-Centric Multilingual Machine Translation ... Fan, Angela; Bhosale, Shruti; Schwenk, Holger. - : arXiv, 2020 BASE Show details 4 Unsupervised Cross-lingual Representation Learning at Scale ... Conneau, Alexis; Khandelwal, Kartikay; Goyal, Naman; Chaudhary, Vishrav; Wenzek, Guillaume; Guzmán, Francisco; Grave, Edouard; Ott, Myle; Zettlemoyer, Luke; Stoyanov, Veselin. - : arXiv, 2019 Abstract: This paper shows that pretraining multilingual language models at scale leads to significant performance gains for a wide range of cross-lingual transfer tasks. We train a Transformer-based masked language model on one hundred languages, using more than two terabytes of filtered CommonCrawl data. Our model, dubbed XLM-R, significantly outperforms multilingual BERT (mBERT) on a variety of cross-lingual benchmarks, including +14.6% average accuracy on XNLI, +13% average F1 score on MLQA, and +2.4% F1 score on NER. XLM-R performs particularly well on low-resource languages, improving 15.7% in XNLI accuracy for Swahili and 11.4% for Urdu over previous XLM models. We also present a detailed empirical analysis of the key factors that are required to achieve these gains, including the trade-offs between (1) positive transfer and capacity dilution and (2) the performance of high and low resource languages at scale. Finally, we show, for the first time, the possibility of multilingual modeling without sacrificing ... : ACL 2020 (+ updated results) ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/1911.02116 https://dx.doi.org/10.48550/arxiv.1911.02116 BASE Hide details 5 CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB ... Schwenk, Holger; Wenzek, Guillaume; Edunov, Sergey. - : arXiv, 2019 BASE Show details 6 Don't Forget the Long Tail! A Comprehensive Analysis of Morphological Generalization in Bilingual Lexicon Induction ... Czarnowska, Paula; Ruder, Sebastian; Grave, Edouard. - : arXiv, 2019 BASE Show details 7 Colorless green recurrent networks dream hierarchically Gulordava, Kristina; Bojanowski, Piotr; Grave, Edouard... In: Proceedings of the Society for Computation in Linguistics (2019) BASE Show details 8 Unsupervised Hyperalignment for Multilingual Word Embeddings ... Alaux, Jean; Grave, Edouard; Cuturi, Marco. - : arXiv, 2018 BASE Show details 9 Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion ... Joulin, Armand; Bojanowski, Piotr; Mikolov, Tomas. - : arXiv, 2018 BASE Show details 10 Unsupervised Alignment of Embeddings with Wasserstein Procrustes ... Grave, Edouard; Joulin, Armand; Berthet, Quentin. - : arXiv, 2018 BASE Show details 11 Colorless green recurrent networks dream hierarchically ... Gulordava, Kristina; Bojanowski, Piotr; Grave, Edouard. - : arXiv, 2018 BASE Show details 12 Colorless green recurrent networks dream hierarchically Gulordava, Kristina; Grave, Edouard; Bojanowski, Piotr... In: Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2018 P. 1195–1205 (2018) BASE Show details 13 A Markovian approach to distributional semantics with application to semantic compositionality Grave, Edouard; Obozinski, Guillaume; Bach, Francis In: International Conference on Computational Linguistics (Coling) ; https://hal.inria.fr/hal-01080309 ; International Conference on Computational Linguistics (Coling), International Committee on Computational Linguistics (ICCL), Aug 2014, Dublin, Ireland. pp.1447 - 1456 ; http://www.coling-2014.org/ (2014) BASE Show details

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