🏢 Works of Meta (United Kingdom)

36 works · the most cited first · ← Meta (United Kingdom)

1. Leveraging Passage Retrieval with Generative Models for Open Domain Question AnsweringGautier Izacard, Edouard Grave2021 · 1,674 citations
2. MLQA: Evaluating Cross-lingual Extractive Question AnsweringPatrick Lewis, Barlas Oğuz, Ruty Rinott, et al.2019 · 735 citations
3. CCNet: Extracting High Quality Monolingual Datasets from Web Crawl DataGuillaume Wenzek, Marie-Anne Lachaux, Alexis Conneau, et al.2020 · 650 citations
4. Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and BeyondMikel Artetxe, Holger Schwenk2018 · 627 citations
5. Reducing Transformer Depth on Demand with Structured DropoutAngela Fan, Edouard Grave, Armand Joulin2019 · 546 citations
6. Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-TuningArmen Aghajanyan, Sonal Gupta, Luke Zettlemoyer2021 · 530 citations
7. WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from WikipediaHolger Schwenk, Vishrav Chaudhary, Shuo Sun, et al.2019 · 424 citations
8. Empower Sequence Labeling with Task-Aware Neural Language ModelLiyuan Liu, Jingbo Shang, Frank F. Xu, et al.2017 · 419 citations
9. Are Sixteen Heads Really Better than One?Paul Michel, Omer Levy, Graham Neubig2019 · 412 citations
10. The Hateful Memes Challenge: Detecting Hate Speech in Multimodal MemesDouwe Kiela, Hamed Firooz, Aravind Mohan, et al.2020 · 403 citations
11. The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali–English and Sinhala–EnglishFrancisco Guzmán, Peng-Jen Chen, Myle Ott, et al.2019 · 361 citations
12. CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEBHolger Schwenk, Guillaume Wenzek, Sergey Edunov, et al.2019 · 354 citations
13. Abductive Commonsense ReasoningChandra Bhagavatula, Ronan Le Bras, Chaitanya Malaviya, et al.2019 · 301 citations
14. Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend SkillsEric Michael Smith, Mary Williamson, Kurt Shuster, et al.2020 · 288 citations
15. PAQ: 65 Million Probably-Asked Questions and What You Can Do With ThemPatrick Lewis, Yuxiang Wu, Linqing Liu, et al.2021 · 286 citations
16. Analysing Mathematical Reasoning Abilities of Neural ModelsDavid Saxton, Edward Grefenstette, Felix Hill, et al.2019 · 282 citations
17. How Context Affects Language Models' Factual PredictionsFabio Petroni, Patrick Lewis, Aleksandra Piktus, et al.2020 · 231 citations
18. CCAligned: A Massive Collection of Cross-Lingual Web-Document PairsAhmed El-Kishky, Vishrav Chaudhary, Francisco Guzmán, et al.2020 · 228 citations
19. Supervised Contrastive Learning for Pre-trained Language Model Fine-tuningBeliz Gunel, Jingfei Du, Alexis Conneau, et al.2020 · 216 citations
20. ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting TransformationsFernando Alva-Manchego, Louis Martin, Antoine Bordes, et al.2020 · 215 citations
21. Learning Anaphoricity and Antecedent Ranking Features for Coreference ResolutionSam Wiseman, Alexander M. Rush, Stuart Shieber, et al.2015 · 209 citations
22. Pre-training via ParaphrasingMike Lewis, Marjan Ghazvininejad, Gargi Ghosh, et al.2020 · 181 citations
23. 8-bit Optimizers via Block-wise QuantizationTim Dettmers, Mike Lewis, Sam Shleifer, et al.2021 · 177 citations
24. Margin-based Parallel Corpus Mining with Multilingual Sentence EmbeddingsMikel Artetxe, Holger Schwenk2019 · 164 citations
25. EASSE: Easier Automatic Sentence Simplification EvaluationFernando Alva-Manchego, Louis Martin, Carolina Scarton, et al.2019 · 162 citations
26. Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESuppositionPaloma Jeretic, Alex Warstadt, Suvrat Bhooshan, et al.2020 · 161 citations
27. Unsupervised Translation of Programming LanguagesMarie-Anne Lachaux, Baptiste Roziere, Lowik Chanussot, et al.2020 · 156 citations
28. Unsupervised Quality Estimation for Neural Machine TranslationMarina Fomicheva, Shuo Sun, Lisa Yankovskaya, et al.2020 · 153 citations
29. Deep Encoder, Shallow Decoder: Reevaluating Non-autoregressive Machine TranslationJungo Kasai, Nikolaos Pappas, Hao Peng, et al.2020 · 132 citations
30. Low-Resource Corpus Filtering Using Multilingual Sentence EmbeddingsVishrav Chaudhary, Yuqing Tang, Francisco Guzmán, et al.2019 · 110 citations
31. Findings of the WMT 2021 Shared Task on Quality EstimationLucia Specia, Frédéric Blain, Marina Fomicheva, et al.2021 · 80 citations
32. MLQE-PE: A Multilingual Quality Estimation and Post-Editing DatasetMarina Fomicheva, Shuo Sun, Erick Fonseca, et al.2022 · 76 citations
33. Syntax-augmented Multilingual BERT for Cross-lingual TransferWasi Ahmad, Haoran Li, Kai-Wei Chang, et al.2021 · 42 citations
34. Facebook AI's WMT21 News Translation Task SubmissionChau Tran, Shruti Bhosale, James Cross, et al.2021 · 42 citations
35. Active Learning for Coreference Resolution using Discrete AnnotationBelinda Z. Li, Gabriel Stanovsky, Luke Zettlemoyer2020 · 36 citations
36. Interpreting Verbal Irony: Linguistic Strategies and the Connection to the Type of Semantic IncongruityDebanjan Ghosh, Elena Musi, Smaranda Muresan2020 · 10 citations

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