🏢 Works of Meta (Israel)

32 works · the most cited first · ← Meta (Israel)

1. BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and ComprehensionMike Lewis, Yinhan Liu, Naman Goyal, et al.2020 · 12,752 citations
2. Dense Passage Retrieval for Open-Domain Question AnsweringVladimir Karpukhin, Barlas Oguz, Sewon Min, et al.2020 · 5,370 citations
3. wav2vec 2.0: A Framework for Self-Supervised Learning of Speech RepresentationsAlexei Baevski, Henry Zhou, Abdelrahman Mohamed, et al.2020 · 1,355 citations
4. Supervised Learning of Universal Sentence Representations from Natural Language Inference DataAlexis Conneau, Douwe Kiela, Holger Schwenk, et al.2017 · 777 citations
5. SentEval: An Evaluation Toolkit for Universal Sentence RepresentationsAlexis Conneau, Douwe Kiela2018 · 739 citations
6. Neural Text Generation from Structured Data with Application to the Biography DomainRemi Lebret, David Grangier, Michael Auli2016 · 696 citations
7. Globally Normalized Transition-Based Neural NetworksDaniel Andor, Chris Alberti, David Weiss, et al.2016 · 676 citations
8. Mask-Predict: Parallel Decoding of Conditional Masked Language ModelsMarjan Ghazvininejad, Omer Levy, Yinhan Liu, et al.2019 · 671 citations
9. Unsupervised Machine Translation Using Monolingual Corpora OnlyGuillaume Lample, Alexis Conneau, Ludovic Denoyer, et al.2017 · 650 citations
10. Learning Word Vectors for 157 LanguagesEdouard Grave, Piotr Bojanowski, Prakhar Gupta, et al.2018 · 640 citations
11. A Corpus for Reasoning About Natural Language Grounded in Photographs (NLVR2)Alane Suhr, Stephanie Zhou, Ally Zhang, et al.2019 · 640 citations
12. Advances in Pre-Training Distributed Word RepresentationsTomas Mikolov, Edouard Grave, Piotr Bojanowski, et al.2017 · 614 citations
13. Plug and Play Language Models: A Simple Approach to Controlled Text GenerationSumanth Dathathri, Andrea Madotto, Janice Lan, et al.2019 · 562 citations
14. Pay Less Attention with Lightweight and Dynamic ConvolutionsFelix Wu, Angela Fan, Alexei Baevski, et al.2019 · 416 citations
15. High Fidelity Neural Audio CompressionAlexandre Defossez, Jade Copet, Gabriel Synnaeve, et al.2022 · 412 citations
16. Retrieval Augmentation Reduces Hallucination in ConversationKurt Shuster, Spencer Poff, Moya Chen, et al.2021 · 382 citations
17. Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate DetectionBertie Vidgen, Tristan Thrush, Zeerak Waseem, et al.2021 · 320 citations
18. A Neural Network Approach to Context-Sensitive Generation of Conversational ResponsesAlessandro Sordoni, Michel Galley, Michael Auli, et al.2015 · 307 citations
19. Learning Joint Multilingual Sentence Representations with Neural Machine TranslationHolger Schwenk, Matthijs Douze2017 · 295 citations
20. Information-Theoretic Probing for Linguistic StructureTiago Pimentel, Josef Valvoda, Rowan Hall Maudslay, et al.2020 · 293 citations
21. Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human AttackEmily Dinan, Samuel Humeau, Bharath Chintagunta, et al.2019 · 291 citations
22. Queens are Powerful too: Mitigating Gender Bias in Dialogue GenerationEmily Dinan, Angela Fan, Adina Williams, et al.2020 · 265 citations
23. Fairseq S2T: Fast Speech-to-Text Modeling with FairseqChanghan Wang, Yun Tang, Xutai Ma, et al.2020 · 259 citations
24. Politeness Transfer: A Tag and Generate ApproachAman Madaan, Amrith Setlur, Tanmay Parekh, et al.2020 · 234 citations
25. Classical Structured Prediction Losses for Sequence to Sequence LearningSergey Edunov, Myle Ott, Michael Auli, et al.2018 · 232 citations
26. Unsupervised Question Decomposition for Question AnsweringEthan Perez, Patrick Lewis, Wen-tau Yih, et al.2020 · 218 citations
27. LLM2Vec: Large Language Models Are Secretly Powerful Text EncodersParishad BehnamGhader, Vaibhav Adlakha, Marius Mosbach, et al.2024 · 209 citations
28. Analyzing Uncertainty in Neural Machine TranslationMyle Ott, Michael Auli, David Grangier, et al.2018 · 190 citations
29. On The Evaluation of Machine Translation Systems Trained With Back-TranslationSergey Edunov, Myle Ott, Marc'Aurelio Ranzato, et al.2020 · 139 citations
30. Findings of the WMT 2020 Shared Task on Parallel Corpus Filtering and AlignmentPhilipp Koehn, Vishrav Chaudhary, Ahmed El-Kishky, et al.2020 · 100 citations
31. A Corpus for Multilingual Document Classification in Eight LanguagesHolger Schwenk, Xian Li2018 · 91 citations
32. A Survey of Qualitative Error Analysis for Neural Machine Translation SystemsDenise Díaz, James Cross, Vishrav Chaudhary, et al.2020

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