🧑‍🔬 Ming Zhou — all works

55 works · ← Ming Zhou

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 · 2,967 citations
2. Unified Language Model Pre-training for Natural Language Understanding and GenerationarXiv:1905.03197Li Dong, Nan Yang, Wenhui Wang, et al.2019 · 1,422 citations
3. Learning Sentiment-Specific Word Embedding for Twitter Sentiment ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Duyu Tang, Furu Wei, Nan Yang, et al.2014 · 1,346 citations
4. Adaptive Recursive Neural Network for Target-dependent Twitter Sentiment ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Li Dong, Furu Wei, Chuanqi Tan, et al.2014 · 1,217 citations
5. LayoutLM: Pre-training of Text and Layout for Document Image UnderstandingarXiv:1912.13318Yiheng Xu, Minghao Li, Lei Cui, et al.2019 · 896 citations
6. Gated Self-Matching Networks for Reading Comprehension and Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Wenhui Wang, Nan Yang, Furu Wei, et al.2017 · 833 citations
7. UniXcoder: Unified Cross-Modal Pre-training for Code RepresentationAnnual Meeting of the Association for Computational Linguistics (ACL)Daya Guo, Shuai Lu, Nan Duan, et al.2022 · 769 citations
8. K-Adapter: Infusing Knowledge into Pre-Trained Models with AdaptersarXiv:2002.01808Ruize Wang, Duyu Tang, Nan Duan, et al.2020 · 666 citations
9. Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-Based ChatbotsAnnual Meeting of the Association for Computational Linguistics (ACL)Yu Wu, Wei Wu, Chen Xing, et al.2017 · 630 citations
10. 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 · 564 citations
11. Topic Aware Neural Response Generation ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetXing Chen et al.2017 · 558 citations
12. 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
13. HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Xingxing Zhang, Furu Wei, Ming Zhou2019 · 451 citations
14. Neural Document Summarization by Jointly Learning to Score and Select SentencesAnnual Meeting of the Association for Computational Linguistics (ACL)Qingyu Zhou, Nan Yang, Furu Wei, et al.2018 · 450 citations
15. Recognizing Named Entities in TweetsAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaohua Liu, Shaodian Zhang, Furu Wei, et al.2011 · 436 citations
16. UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-TrainingarXiv:2002.12804Hangbo Bao, Li Dong, Furu Wei, et al.2020 · 395 citations
17. Question Generation for Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Nan Duan, Duyu Tang, Peng Chen, et al.2017 · 372 citations
18. Selective Encoding for Abstractive Sentence SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Qingyu Zhou, Nan Yang, Furu Wei, et al.2017 · 330 citations
19. InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-TrainingarXiv:2007.07834Zewen Chi, Li Dong, Furu Wei, et al.2020 · 275 citations
20. Reinforced Mnemonic Reader for Machine Reading Comprehension ↗arXiv:1705.02798 · no summary yetMinghao Hu et al.2017 · 273 citations
21. 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 · 265 citations
22. InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetZewen Chi et al.2021 · 256 citations
23. DocBank: A Benchmark Dataset for Document Layout Analysis ↗Proceedings of the 28th International Conference on Computational Linguistics · no summary yetMinghao Li et al.2020 · 254 citations
24. BERT-of-Theseus: Compressing BERT by Progressive Module ReplacingConference on Empirical Methods in Natural Language Processing (EMNLP)Canwen Xu, Wangchunshu Zhou, Tao Ge, et al.2020 · 240 citations
25. Constraint-Based Question Answering with Knowledge GraphInternational Conference on Computational Linguistics (COLING)Junwei Bao, Nan Duan, Zhao Yan, et al.2016 · 228 citations
26. Compare to The Knowledge: Graph Neural Fake News Detection with External Knowledge ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetLinmei Hu et al.2021 · 225 citations
27. 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 · 222 citations
28. Neural Latent Extractive Document SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Xingxing Zhang, Mirella Lapata, Furu Wei, et al.2018 · 220 citations
29. Building Task-Oriented Dialogue Systems for Online Shopping ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetZhao Yan et al.2017 · 195 citations
30. Hierarchical Recurrent Neural Network for Document Modeling ↗Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yetRui Lin et al.2015 · 192 citations
31. MuTual: A Dataset for Multi-Turn Dialogue ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Leyang Cui, Yu Wu, Shujie Liu, et al.2020 · 190 citations
32. Neural Open Information ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Lei Cui, Furu Wei, Ming Zhou2018 · 188 citations
33. Style Transfer as Unsupervised Machine TranslationarXiv:1808.07894Zhirui Zhang, Shuo Ren, Shujie Liu, et al.2018 · 165 citations
34. Fluency Boost Learning and Inference for Neural Grammatical Error Correction ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetTao Ge, Furu Wei, Ming Zhou2018 · 163 citations
35. Curriculum Pre-training for End-to-End Speech Translation ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetChengyi Wang et al.2020 · 147 citations
36. Graph Neural News Recommendation with Unsupervised Preference Disentanglement ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetLinmei Hu et al.2020 · 146 citations
37. A Simple and Effective Unified Encoder for Document-Level Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Shuming Ma, Dongdong Zhang, Ming Zhou2020 · 136 citations
38. Joint Learning of a Dual SMT System for Paraphrase Generation ↗Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetHong Sun, Ming Zhou2012 · 128 citations
39. Reaching Human-level Performance in Automatic Grammatical Error Correction: An Empirical Study ↗arXiv:1807.01270 · no summary yetTao Ge, Furu Wei, Ming Zhou2018 · 127 citations
40. DocChat: An Information Retrieval Approach for Chatbot Engines Using Unstructured Documents ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetZhao Yan et al.2016 · 123 citations
41. CoSQA: 20,000+ Web Queries for Code Search and Question Answering ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetJunjie Huang et al.2021 · 99 citations
42. Semantic Parsing with Syntax- and Table-Aware SQL Generation ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYibo Sun et al.2018 · 88 citations
43. Attention-Guided Answer Distillation for Machine Reading Comprehension ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetMinghao Hu et al.2018 · 87 citations
44. BlonDe: An Automatic Evaluation Metric for Document-level Machine TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yuchen Jiang, Tianyu Liu, Shuming Ma, et al.2022 · 85 citations
45. Question Generation from SQL Queries Improves Neural Semantic Parsing ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetDaya Guo et al.2018 · 82 citations
46. Dense Procedure Captioning in Narrated Instructional Videos ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetBotian Shi et al.2019 · 77 citations
47. Knowledge-Based Semantic Embedding for Machine Translation ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetChen Shi et al.2016 · 74 citations
48. Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetBo Zheng et al.2020 · 72 citations
49. Improving Grammatical Error Correction with Machine Translation Pairs ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetWangchunshu Zhou et al.2020 · 63 citations
50. A Unified Statistical Model for the Identification of English BaseNPAnnual Meeting of the Association for Computational Linguistics (ACL)Endong Xun, Changning Huang, Ming Zhou2000 · 61 citations
51. Sentence Level Machine Translation Evaluation as a Ranking ↗Proceedings of the Second Workshop on Statistical Machine Translation · no summary yetYang Ye, Ming Zhou, Chin-Yew Lin2007 · 38 citations
52. Sequence-to-sequence Pre-training with Data Augmentation for Sentence Rewriting ↗arXiv:1909.06002 · no summary yetYi Zhang et al.2019 · 24 citations
53. Paraphrasing Adaptation for Web Search Ranking ↗Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetChenguang Wang et al.2013 · 11 citations
54. Forced Derivation Tree based Model Training to Statistical Machine Translation ↗Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning · no summary yetNan Duan, Mu Li, Ming Zhou2012 · 4 citations
55. Improved Discriminative ITG Alignment using Hierarchical Phrase Pairs and Semi-supervised Training ↗Coling 2010: Posters · no summary yetShujie Liu, Chi-Ho Li, Ming Zhou2010 · 3 citations

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