🏢 Works of Microsoft from 2020

32 works · the most cited first · ← Microsoft

1. CodeBERT: A Pre-Trained Model for Programming and Natural LanguagesFindings of the Association for Computational LinguisticsZhangyin Feng, Daya Guo, Duyu Tang, et al.2020 · 2,960 citations
2. Domain-Specific Language Model Pretraining for Biomedical Natural Language ProcessingarXiv:2007.15779Yu Gu; Robert Tinn; Hao Cheng; Michael Lucas; Naoto Usuyama; Xiaodong Liu; Tristan Naumann; Jianfeng Gao;, Hoifung Poon2020 · 2,655 citations
3. Oscar: Object-Semantics Aligned Pre-training for Vision-Language TasksLecture notes in computer scienceXiujun Li, Xi Yin, Chunyuan Li, et al.2020 · 1,838 citations
4. DeBERTa: Decoding-enhanced BERT with Disentangled AttentionarXiv:2006.03654Pengcheng He, Xiaodong Liu, Jianfeng Gao, et al.2020 · 1,808 citations
5. Language (Technology) is Power: A Critical Survey of “Bias” in NLPAnnual Meeting of the Association for Computational Linguistics (ACL)Su Lin Blodgett, Solon Barocas, Hal Daumé III, et al.2020 · 1,703 citations
6. The State and Fate of Linguistic Diversity and Inclusion in the NLP WorldAnnual Meeting of the Association for Computational Linguistics (ACL)Pratik Joshi, Sebastin Santy, Amar Budhiraja, et al.2020 · 1,494 citations
7. MPNet: Masked and Permuted Pre-training for Language UnderstandingarXiv:2004.09297Kaitao Song, Xu Tan, Tao Qin, et al.2020 · 948 citations
8. RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL ParsersAnnual Meeting of the Association for Computational Linguistics (ACL)Bailin Wang, Richard Shin, Xiaodong Liu, et al.2020 · 752 citations
9. CORD-19: The COVID-19 Open Research DatasetWorkshop on NLP for COVID-19 at EMNLPLucy Lu Wang, Kyle Lo, Yoganand Chandrasekhar, et al.2020 · 689 citations
10. Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text RetrievalarXiv:2007.00808Lee Xiong, Chenyan Xiong, Ye Li, et al.2020 · 683 citations
11. K-Adapter: Infusing Knowledge into Pre-Trained Models with AdaptersarXiv:2002.01808Ruize Wang, Duyu Tang, Nan Duan, et al.2020 · 665 citations
12. MIND: A Large-scale Dataset for News RecommendationAnnual Meeting of the Association for Computational Linguistics (ACL)Fangzhao Wu, Ying Qiao, Jiun-Hung Chen, et al.2020 · 562 citations
13. HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-trainingConference on Empirical Methods in Natural Language Processing (EMNLP)Linjie Li, Yen-Chun Chen, Yu Cheng, et al.2020 · 468 citations
14. ProphetNet: Predicting Future N-gram for Sequence-to-SequencePre-trainingFindings of the Association for Computational LinguisticsWeizhen Qi, Yu Yan, Yeyun Gong, et al.2020 · 453 citations
15. Findings of the 2020 Conference on Machine Translation (WMT20)Conference on Machine Translation (WMT)Loïc Barrault, Magdalena Biesialska, Ondřej Bojar, et al.2020 · 401 citations
16. ALFWorld: Aligning Text and Embodied Environments for Interactive LearningarXiv:2010.03768Mohit Shridhar, Xingdi Yuan, Marc-Alexandre Côté, et al.2020 · 300 citations
17. SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL)Haoming Jiang, Pengcheng He, Weizhu Chen, et al.2020 · 295 citations
18. Fine-grained Fact Verification with Kernel Graph Attention NetworkAnnual Meeting of the Association for Computational Linguistics (ACL)Zhenghao Liu, Chenyan Xiong, Maosong Sun, et al.2020 · 282 citations
19. Text Classification Using Label Names Only: A Language Model Self-Training ApproachConference on Empirical Methods in Natural Language Processing (EMNLP)Yu Meng, Yunyi Zhang, Jiaxin Huang, et al.2020 · 274 citations
20. InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-TrainingarXiv:2007.07834Zewen Chi, Li Dong, Furu Wei, et al.2020 · 271 citations
21. Few-shot Natural Language Generation for Task-Oriented DialogFindings of the Association for Computational LinguisticsBaolin Peng, Chenguang Zhu, Chunyuan Li, et al.2020 · 255 citations
22. Hierarchical Graph Network for Multi-hop Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Yuwei Fang, Siqi Sun, Zhe Gan, et al.2020 · 241 citations
23. Understanding the Difficulty of Training TransformersConference on Empirical Methods in Natural Language Processing (EMNLP)Liyuan Liu, Xiaodong Liu, Jianfeng Gao, et al.2020 · 228 citations
24. GLUECoS: An Evaluation Benchmark for Code-Switched NLPAnnual Meeting of the Association for Computational Linguistics (ACL)Simran Khanuja, Sandipan Dandapat, Anirudh Srinivasan, et al.2020 · 222 citations
25. Reasoning Over Semantic-Level Graph for Fact CheckingAnnual Meeting of the Association for Computational Linguistics (ACL)Wanjun Zhong, Jingjing Xu, Duyu Tang, et al.2020 · 221 citations
26. Optimus: Organizing Sentences via Pre-trained Modeling of a Latent SpaceConference on Empirical Methods in Natural Language Processing (EMNLP)Chunyuan Li, Xiang Gao, Yuan Li, et al.2020 · 206 citations
27. Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge GraphsAnnual Meeting of the Association for Computational Linguistics (ACL)Houyu Zhang, Zhenghao Liu, Chenyan Xiong, et al.2020 · 183 citations
28. Multi-Fact Correction in Abstractive Text SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Yue Dong, Shuohang Wang, Zhe Gan, et al.2020 · 163 citations
29. Generation-Augmented Retrieval for Open-domain Question AnsweringarXiv:2009.08553Yuning Mao, Pengcheng He, Xiaodong Liu, et al.2020 · 150 citations
30. Keep CALM and Explore: Language Models for Action Generation in Text-based GamesConference on Empirical Methods in Natural Language Processing (EMNLP)Shunyu Yao, Rohan Rao, Matthew Hausknecht, et al.2020 · 127 citations
31. Toward Gender-Inclusive Coreference ResolutionAnnual Meeting of the Association for Computational Linguistics (ACL)Yang Trista Cao, Hal Daumé III2020 · 125 citations
32. On the Ability and Limitations of Transformers to Recognize Formal LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP)Satwik Bhattamishra, Kabir Ahuja, Navin Goyal2020 · 109 citations

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