---
title: "Ming Zhou — all works — Elamur Research"
description: "All 55 works of Ming Zhou in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/ming-zhou/works/"
---
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# Ming Zhou — all works

55 works · [← Ming Zhou](https://md.research.elamur.ai/free/en/authors/ming-zhou/)

1. **[CodeBERT: A Pre-Trained Model for Programming and Natural Languages](https://md.research.elamur.ai/free/en/papers/feng-2020-codebert-pre-trained-model-programming/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Zhangyin Feng, Daya Guo, Duyu Tang, et al.*2020 · 2,967 citations*
2. [**Unified Language Model Pre-training for Natural Language Understanding and Generation arXiv:1905.03197**Li Dong, Nan Yang, Wenhui Wang, et al.*2019 · 1,422 citations*](https://md.research.elamur.ai/free/en/papers/dong-2019-unified-language-model-pre-training/)
3. **[Learning Sentiment-Specific Word Embedding for Twitter Sentiment Classification](https://md.research.elamur.ai/free/en/papers/tang-2014-learning-sentiment-specific-word-embedding/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Duyu Tang, Furu Wei, Nan Yang, et al.*2014 · 1,346 citations*
4. **[Adaptive Recursive Neural Network for Target-dependent Twitter Sentiment Classification](https://md.research.elamur.ai/free/en/papers/dong-2014-adaptive-recursive-neural-network-target/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Li Dong, Furu Wei, Chuanqi Tan, et al.*2014 · 1,217 citations*
5. [**LayoutLM: Pre-training of Text and Layout for Document Image Understanding arXiv:1912.13318**Yiheng Xu, Minghao Li, Lei Cui, et al.*2019 · 896 citations*](https://md.research.elamur.ai/free/en/papers/xu-2019-layoutlm-pre-training-text-layout/)
6. **[Gated Self-Matching Networks for Reading Comprehension and Question Answering](https://md.research.elamur.ai/free/en/papers/wang-2017-gated-self-matching-networks-reading/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Wenhui Wang, Nan Yang, Furu Wei, et al.*2017 · 833 citations*
7. **[UniXcoder: Unified Cross-Modal Pre-training for Code Representation](https://md.research.elamur.ai/free/en/papers/guo-2022-unixcoder-unified-cross-modal-pre/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Daya Guo, Shuai Lu, Nan Duan, et al.*2022 · 769 citations*
8. [**K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters arXiv:2002.01808**Ruize Wang, Duyu Tang, Nan Duan, et al.*2020 · 666 citations*](https://md.research.elamur.ai/free/en/papers/wang-2020-k-adapter-infusing-knowledge-pre/)
9. **[Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-Based Chatbots](https://md.research.elamur.ai/free/en/papers/wu-2017-sequential-matching-network-new-architecture/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yu Wu, Wei Wu, Chen Xing, et al.*2017 · 630 citations*
10. **[MIND: A Large-scale Dataset for News Recommendation](https://md.research.elamur.ai/free/en/papers/wu-2020-mind-large-scale-dataset-news/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Fangzhao Wu, Ying Qiao, Jiun-Hung Chen, et al.*2020 · 564 citations*
11. **[Topic Aware Neural Response Generation ↗](https://doi.org/10.1609/aaai.v31i1.10981) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Xing Chen et al.*2017 · 558 citations*
12. **[ProphetNet: Predicting Future N-gram for Sequence-to-SequencePre-training](https://md.research.elamur.ai/free/en/papers/qi-2020-prophetnet-predicting-future-n-gram/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Weizhen Qi, Yu Yan, Yeyun Gong, et al.*2020 · 453 citations*
13. **[HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization](https://md.research.elamur.ai/free/en/papers/zhang-2019-hibert-document-level-pre-training/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xingxing Zhang, Furu Wei, Ming Zhou*2019 · 451 citations*
14. **[Neural Document Summarization by Jointly Learning to Score and Select Sentences](https://md.research.elamur.ai/free/en/papers/zhou-2018-neural-document-summarization-jointly-learning/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Qingyu Zhou, Nan Yang, Furu Wei, et al.*2018 · 450 citations*
15. **[Recognizing Named Entities in Tweets](https://md.research.elamur.ai/free/en/papers/liu-2011-recognizing-named-entities-tweets/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xiaohua Liu, Shaodian Zhang, Furu Wei, et al.*2011 · 436 citations*
16. [**UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training arXiv:2002.12804**Hangbo Bao, Li Dong, Furu Wei, et al.*2020 · 395 citations*](https://md.research.elamur.ai/free/en/papers/bao-2020-unilmv2-pseudo-masked-language-models/)
17. **[Question Generation for Question Answering](https://md.research.elamur.ai/free/en/papers/duan-2017-question-generation-question-answering/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Nan Duan, Duyu Tang, Peng Chen, et al.*2017 · 372 citations*
18. **[Selective Encoding for Abstractive Sentence Summarization](https://md.research.elamur.ai/free/en/papers/zhou-2017-selective-encoding-abstractive-sentence-summarization/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Qingyu Zhou, Nan Yang, Furu Wei, et al.*2017 · 330 citations*
19. [**InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training arXiv:2007.07834**Zewen Chi, Li Dong, Furu Wei, et al.*2020 · 275 citations*](https://md.research.elamur.ai/free/en/papers/chi-2020-infoxlm-information-theoretic-framework-cross/)
20. **[Reinforced Mnemonic Reader for Machine Reading Comprehension ↗](https://arxiv.org/abs/1705.02798) arXiv:1705.02798 · no summary yet**Minghao Hu et al.*2017 · 273 citations*
21. **[Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks](https://md.research.elamur.ai/free/en/papers/huang-2019-unicoder-universal-language-encoder-pre/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://aclanthology.org/2021.naacl-main.280/) Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Zewen Chi et al.*2021 · 256 citations*
23. **[DocBank: A Benchmark Dataset for Document Layout Analysis ↗](https://aclanthology.org/2020.coling-main.82/) Proceedings of the 28th International Conference on Computational Linguistics · no summary yet**Minghao Li et al.*2020 · 254 citations*
24. **[BERT-of-Theseus: Compressing BERT by Progressive Module Replacing](https://md.research.elamur.ai/free/en/papers/xu-2020-bert-theseus-compressing-bert-progressive/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Canwen Xu, Wangchunshu Zhou, Tao Ge, et al.*2020 · 240 citations*
25. **[Constraint-Based Question Answering with Knowledge Graph](https://md.research.elamur.ai/free/en/papers/bao-2016-constraint-based-question-answering-knowledge/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://aclanthology.org/2021.acl-long.62/) 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 yet**Linmei Hu et al.*2021 · 225 citations*
27. **[Reasoning Over Semantic-Level Graph for Fact Checking](https://md.research.elamur.ai/free/en/papers/zhong-2020-reasoning-over-semantic-level-graph/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Wanjun Zhong, Jingjing Xu, Duyu Tang, et al.*2020 · 222 citations*
28. **[Neural Latent Extractive Document Summarization](https://md.research.elamur.ai/free/en/papers/zhang-2018-neural-latent-extractive-document-summarization/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Xingxing Zhang, Mirella Lapata, Furu Wei, et al.*2018 · 220 citations*
29. **[Building Task-Oriented Dialogue Systems for Online Shopping ↗](https://doi.org/10.1609/aaai.v31i1.11182) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Zhao Yan et al.*2017 · 195 citations*
30. **[Hierarchical Recurrent Neural Network for Document Modeling ↗](https://aclanthology.org/D15-1106/) Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yet**Rui Lin et al.*2015 · 192 citations*
31. **[MuTual: A Dataset for Multi-Turn Dialogue Reasoning](https://md.research.elamur.ai/free/en/papers/cui-2020-mutual-dataset-multi-turn-dialogue/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Leyang Cui, Yu Wu, Shujie Liu, et al.*2020 · 190 citations*
32. **[Neural Open Information Extraction](https://md.research.elamur.ai/free/en/papers/cui-2018-neural-open-information-extraction/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Lei Cui, Furu Wei, Ming Zhou*2018 · 188 citations*
33. [**Style Transfer as Unsupervised Machine Translation arXiv:1808.07894**Zhirui Zhang, Shuo Ren, Shujie Liu, et al.*2018 · 165 citations*](https://md.research.elamur.ai/free/en/papers/zhang-2018-style-transfer-unsupervised-machine-translation/)
34. **[Fluency Boost Learning and Inference for Neural Grammatical Error Correction ↗](https://aclanthology.org/P18-1097/) Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Tao Ge, Furu Wei, Ming Zhou*2018 · 163 citations*
35. **[Curriculum Pre-training for End-to-End Speech Translation ↗](https://aclanthology.org/2020.acl-main.344/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Chengyi Wang et al.*2020 · 147 citations*
36. **[Graph Neural News Recommendation with Unsupervised Preference Disentanglement ↗](https://aclanthology.org/2020.acl-main.392/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Linmei Hu et al.*2020 · 146 citations*
37. **[A Simple and Effective Unified Encoder for Document-Level Machine Translation](https://md.research.elamur.ai/free/en/papers/ma-2020-simple-effective-unified-encoder-document/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Shuming Ma, Dongdong Zhang, Ming Zhou*2020 · 136 citations*
38. **[Joint Learning of a Dual SMT System for Paraphrase Generation ↗](https://aclanthology.org/P12-2008/) Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yet**Hong Sun, Ming Zhou*2012 · 128 citations*
39. **[Reaching Human-level Performance in Automatic Grammatical Error Correction: An Empirical Study ↗](https://arxiv.org/abs/1807.01270) arXiv:1807.01270 · no summary yet**Tao Ge, Furu Wei, Ming Zhou*2018 · 127 citations*
40. **[DocChat: An Information Retrieval Approach for Chatbot Engines Using Unstructured Documents ↗](https://aclanthology.org/P16-1049/) Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Zhao Yan et al.*2016 · 123 citations*
41. **[CoSQA: 20,000+ Web Queries for Code Search and Question Answering ↗](https://aclanthology.org/2021.acl-long.442/) 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 yet**Junjie Huang et al.*2021 · 99 citations*
42. **[Semantic Parsing with Syntax- and Table-Aware SQL Generation ↗](https://aclanthology.org/P18-1034/) Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Yibo Sun et al.*2018 · 88 citations*
43. **[Attention-Guided Answer Distillation for Machine Reading Comprehension ↗](https://aclanthology.org/D18-1232/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Minghao Hu et al.*2018 · 87 citations*
44. **[BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation](https://md.research.elamur.ai/free/en/papers/jiang-2022-blonde-automatic-evaluation-metric-document/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Yuchen Jiang, Tianyu Liu, Shuming Ma, et al.*2022 · 85 citations*
45. **[Question Generation from SQL Queries Improves Neural Semantic Parsing ↗](https://aclanthology.org/D18-1188/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Daya Guo et al.*2018 · 82 citations*
46. **[Dense Procedure Captioning in Narrated Instructional Videos ↗](https://aclanthology.org/P19-1641/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Botian Shi et al.*2019 · 77 citations*
47. **[Knowledge-Based Semantic Embedding for Machine Translation ↗](https://aclanthology.org/P16-1212/) Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Chen Shi et al.*2016 · 74 citations*
48. **[Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension ↗](https://aclanthology.org/2020.acl-main.599/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Bo Zheng et al.*2020 · 72 citations*
49. **[Improving Grammatical Error Correction with Machine Translation Pairs ↗](https://aclanthology.org/2020.findings-emnlp.30/) Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yet**Wangchunshu Zhou et al.*2020 · 63 citations*
50. **[A Unified Statistical Model for the Identification of English BaseNP](https://md.research.elamur.ai/free/en/papers/xun-2000-unified-statistical-model-identification-english/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Endong Xun, Changning Huang, Ming Zhou*2000 · 61 citations*
51. **[Sentence Level Machine Translation Evaluation as a Ranking ↗](https://aclanthology.org/W07-0736/) Proceedings of the Second Workshop on Statistical Machine Translation · no summary yet**Yang Ye, Ming Zhou, Chin-Yew Lin*2007 · 38 citations*
52. **[Sequence-to-sequence Pre-training with Data Augmentation for Sentence Rewriting ↗](https://arxiv.org/abs/1909.06002) arXiv:1909.06002 · no summary yet**Yi Zhang et al.*2019 · 24 citations*
53. **[Paraphrasing Adaptation for Web Search Ranking ↗](https://aclanthology.org/P13-2008/) Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yet**Chenguang Wang et al.*2013 · 11 citations*
54. **[Forced Derivation Tree based Model Training to Statistical Machine Translation ↗](https://aclanthology.org/D12-1041/) Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning · no summary yet**Nan Duan, Mu Li, Ming Zhou*2012 · 4 citations*
55. **[Improved Discriminative ITG Alignment using Hierarchical Phrase Pairs and Semi-supervised Training ↗](https://aclanthology.org/C10-2084/) Coling 2010: Posters · no summary yet**Shujie Liu, Chi-Ho Li, Ming Zhou*2010 · 3 citations*