🏢 Works of Microsoft from 2019

28 works · the most cited first · ← Microsoft

1. UNITER: UNiversal Image-TExt Representation LearningLecture notes in computer scienceYen-Chun Chen, Linjie Li, Licheng Yu, et al.2019 · 2,356 citations
2. Multi-Task Deep Neural Networks for Natural Language UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaodong Liu, Pengcheng He, Weizhu Chen, et al.2019 · 1,511 citations
3. Unified Language Model Pre-training for Natural Language Understanding and GenerationarXiv:1905.03197Li Dong, Nan Yang, Wenhui Wang, et al.2019 · 1,406 citations
4. COMET: Commonsense Transformers for Automatic Knowledge Graph ConstructionAnnual Meeting of the Association for Computational Linguistics (ACL)Antoine Bosselut, Hannah Rashkin, Maarten Sap, et al.2019 · 1,287 citations
5. Publicly Available Clinical BERT EmbeddingsarXiv:1904.03323Emily Alsentzer, John R. Murphy, Willie Boag, et al.2019 · 1,226 citations
6. PIQA: Reasoning about Physical Commonsense in Natural LanguageProceedings of the AAAI Conference on Artificial IntelligenceYonatan Bisk, Rowan Zellers, Ronan Le Bras, et al.2019 · 1,220 citations
7. VL-BERT: Pre-training of Generic Visual-Linguistic RepresentationsarXiv:1908.08530Weijie Su, Xizhou Zhu, Yue Cao, et al.2019 · 1,025 citations
8. Patient Knowledge Distillation for BERT Model CompressionarXiv:1908.09355Siqi Sun, Yu Cheng, Zhe Gan, et al.2019 · 943 citations
9. Findings of the 2019 Conference on Machine Translation (WMT19)Conference on Machine Translation (WMT)Loïc Barrault, Ondřej Bojar, Marta R. Costa-jussà, et al.2019 · 841 citations
10. DialoGPT: Large-Scale Generative Pre-training for Conversational Response GenerationarXiv:1911.00536Yizhe Zhang, Siqi Sun, Michel Galley, et al.2019 · 690 citations
11. The Second Conversational Intelligence Challenge (ConvAI2)arXiv:1902.00098Emily Dinan, Varvara Logacheva, Valentin Malykh, et al.2019 · 527 citations
12. FreeLB: Enhanced Adversarial Training for Natural Language UnderstandingarXiv:1909.11764Chen Zhu, Yu Cheng, Zhe Gan, et al.2019 · 446 citations
13. Discourse-Aware Neural Extractive Text SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Jiacheng Xu, Zhe Gan, Yu Cheng, et al.2019 · 385 citations
14. Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich MorphologyAnnual Meeting of the Association for Computational Linguistics (ACL)Ran Zmigrod, Sabrina J. Mielke, Hanna Wallach, et al.2019 · 372 citations
15. Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word EmbeddingsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Thomas Manzini, Lim Yao Chong, Alan W Black, et al.2019 · 332 citations
16. Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual TasksConference on Empirical Methods in Natural Language Processing (EMNLP)Haoyang Huang, Yaobo Liang, Nan Duan, et al.2019 · 264 citations
17. Doc2EDAG: An End-to-End Document-level Framework for Chinese Financial Event ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP)Shun Zheng, Wei Cao, Wei Xu, et al.2019 · 246 citations
18. Microsoft Translator at WMT 2019: Towards Large-Scale Document-Level Neural Machine TranslationConference on Machine Translation (WMT)Marcin Junczys-Dowmunt2019 · 222 citations
19. Visualizing and Understanding the Effectiveness of BERTConference on Empirical Methods in Natural Language Processing (EMNLP)Yaru Hao, Li Dong, Furu Wei, et al.2019 · 221 citations
20. Sentence Mover's Similarity: Automatic Evaluation for Multi-Sentence TextsAnnual Meeting of the Association for Computational Linguistics (ACL)Elizabeth Clark, Asli Celikyilmaz, Noah A. Smith2019 · 208 citations
21. Representation Degeneration Problem in Training Natural Language Generation ModelsarXiv:1907.12009Jun Gao, Di He, Xu Tan, et al.2019 · 180 citations
22. Findings of the WMT 2019 Shared Tasks on Quality EstimationConference on Machine Translation (WMT)Erick Fonseca, Lisa Yankovskaya, André F. T. Martins, et al.2019 · 173 citations
23. Multilingual Neural Machine Translation with Language ClusteringConference on Empirical Methods in Natural Language Processing (EMNLP)Xu Tan, Jiale Chen, Di He, et al.2019 · 172 citations
24. Target-Guided Open-Domain ConversationAnnual Meeting of the Association for Computational Linguistics (ACL)Jianheng Tang, Tiancheng Zhao, Chenyan Xiong, et al.2019 · 166 citations
25. Multi-Source Cross-Lingual Model Transfer: Learning What to ShareAnnual Meeting of the Association for Computational Linguistics (ACL)Xilun Chen, Ahmed Hassan Awadallah, Hany Hassan, et al.2019 · 160 citations
26. Question Answering as an Automatic Evaluation Metric for News Article SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Matan Eyal, Tal Baumel, Michael Elhadad2019 · 156 citations
27. Exploiting Monolingual Data at Scale for Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Lijun Wu, Yiren Wang, Yingce Xia, et al.2019 · 102 citations
28. Findings of the WMT 2019 Shared Task on Automatic Post-EditingConference on Machine Translation (WMT)Rajen Chatterjee, Christian Federmann, Matteo Negri, et al.2019 · 102 citations

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