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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; Grave, Edouard; Joulin, Armand; Schwenk, Holger; Wenzek, Guillaume. - : Underline Science Inc., 2021 Abstract: Read paper: https://www.aclanthology.org/2021.acl-long.507 Abstract: We show that margin-based bitext mining in a multilingual sentence space can be successfully scaled to operate on monolingual corpora of billions of sentences. We use 32 snapshots of a curated common crawl corpus (Wenzel et al, 2019) totaling 71 billion unique sentences. Using one unified approach for 90 languages, we were able to mine 10.8 billion parallel sentences, out of which only 2.9 billions are aligned with English. We illustrate the capability of our scalable mining system to create high quality training sets from one language to any other by training hundreds of different machine translation models and evaluating them on the many-to-many TED benchmark. Further, we evaluate on competitive translation benchmarks such as WMT and WAT. Using only mined bitext, we set a new state of the art for a single system on the WMT'19 test set for English-German/Russian/Chinese. In particular, our English/German and English/Russian systems ... URL: https://dx.doi.org/10.48448/z2vp-9188 https://underline.io/lecture/25726-ccmatrix-mining-billions-of-high-quality-parallel-sentences-on-the-web BASE Hide 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. - : arXiv, 2019 BASE Show 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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