Ming Zhou

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All published works

Action	Title	Year	Authors
+ PDF Chat	TCAN: Text-oriented Cross Attention Network for Multimodal Sentiment Analysis	2024	Ming Zhou Weize Quan Ziqi Zhou Kai Wang Tong Wang Dong‐Ming Yan
+ PDF Chat	HORIZON: High-Resolution Semantically Controlled Panorama Synthesis	2024	Kun Yan Lei Ji Chenfei Wu Jian Liang Ming Zhou Nan Duan Shuai Ma
+ PDF Chat	A Survey of Controllable Text Generation Using Transformer-based Pre-trained Language Models	2023	Hanqing Zhang Haolin Song Shaoyu Li Ming Zhou Dawei Song
+	Improving task generalization via unified schema prompt	2023	Wanjun Zhong Yifan Gao Ning Ding Zhiyuan Liu Ming Zhou Jiahai Wang Jian Yin Nan Duan
+	Two is Better Than One: Answering Complex Questions by Multiple Knowledge Sources with Generalized Links	2023	Zhang Min-hao Yongliang Ma Yanzeng Li Ruoyu Zhang Lei Zou Ming Zhou
+ PDF Chat	Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text	2022	Siyuan Wang Wanjun Zhong Duyu Tang Zhongyu Wei Zhihao Fan Daxin Jiang Ming Zhou Nan Duan
+ PDF Chat	From LSAT: The Progress and Challenges of Complex Reasoning	2022	Siyuan Wang Zhongkun Liu Wanjun Zhong Ming Zhou Zhongyu Wei Zhumin Chen Nan Duan
+	A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models	2022	Hanqing Zhang Haolin Song Shaoyu Li Ming Zhou Dawei Song
+ PDF Chat	UniXcoder: Unified Cross-Modal Pre-training for Code Representation	2022	Daya Guo Shuai Lu Nan Duan Yanlin Wang Ming Zhou Jian Yin
+	Adversarial Fine-tune with Dynamically Regulated Adversary	2022	Pengyue Hou Ming Zhou Jie Han Petr Musı́lek Xingyu Li
+	Reasoning over Hybrid Chain for Table-and-Text Open Domain QA	2022	Wanjun Zhong Junjie Huang Qian Liu Ming Zhou Jiahai Wang Jian Yin Nan Duan
+ PDF Chat	ProQA: Structural Prompt-based Pre-training for Unified Question Answering	2022	Wanjun Zhong Yifan Gao Ning Ding Yujia Qin Zhiyuan Liu Ming Zhou Jiahai Wang Jian Yin Nan Duan
+	Improving Task Generalization via Unified Schema Prompt	2022	Wanjun Zhong Yifan Gao Ning Ding Zhiyuan Liu Ming Zhou Jiahai Wang Jian Yin Nan Duan
+	M2HF: Multi-level Multi-modal Hybrid Fusion for Text-Video Retrieval	2022	Shuo Liu Weize Quan Ming Zhou Sihong Chen Jian Kang Zhe Zhao Chen Chen Dong‐Ming Yan
+	Pre-Training a Graph Recurrent Network for Language Representation	2022	Yile Wang Linyi Yang Zhiyang Teng Ming Zhou Yue Zhang
+	UniXcoder: Unified Cross-Modal Pre-training for Code Representation	2022	Daya Guo Shuai Lu Nan Duan Yanlin Wang Ming Zhou Jian Yin
+	HORIZON: A High-Resolution Panorama Synthesis Framework	2022	Kun Yan Lei Ji Chenfei Wu Jian Liang Ming Zhou Nan Duan Shuai Ma
+	Instance Regularization for Discriminative Language Model Pre-training	2022	Zhuosheng Zhang Hai Zhao Ming Zhou
+	ProQA: Structural Prompt-based Pre-training for Unified Question Answering	2022	Wanjun Zhong Yifan Gao Ning Ding Yujia Qin Zhiyuan Liu Ming Zhou Jiahai Wang Jian Yin Nan Duan
+	On Realization of Intelligent Decision-Making in the Real World: A Foundation Decision Model Perspective	2022	Ying Wen Ziyu Wan Ming Zhou Shufang Hou Zhe Cao Chenyang Le Jingxiao Chen Tian Zheng Weinan Zhang Jun Wang
+ PDF Chat	Instance Regularization for Discriminative Language Model Pre-training	2022	Zhuosheng Zhang Hai Zhao Ming Zhou
+ PDF Chat	Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts	2021	Weinan Zhang Xihuai Wang Jian Shen Ming Zhou
+	CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation	2021	Shuai Lu Daya Guo Shuo Ren Junjie Huang A. Svyatkovskiy Ambrosio Blanco Colin B. Clement Dawn Drain Daxin Jiang Duyu Tang
+	AR-LSAT: Investigating Analytical Reasoning of Text	2021	Wanjun Zhong Siyuan Wang Duyu Tang Zenan Xu Daya Guo Jiahai Wang Jian Yin Ming Zhou Nan Duan
+	CoSQA: 20,000+ Web Queries for Code Search and Question Answering	2021	Junjie Huang Duyu Tang Linjun Shou Ming Gong Ke Xu Daxin Jiang Ming Zhou Nan Duan
+ PDF Chat	InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training	2021	Zewen Chi Li Dong Furu Wei Nan Yang Saksham Singhal Wenhui Wang Song Xia Xian-Ling Mao Heyan Huang Ming Zhou
+	Learning to Ask Conversational Questions by Optimizing Levenshtein Distance	2021	Zhongkun Liu Pengjie Ren Zhumin Chen Zhaochun Ren Maarten de Rijke Ming Zhou
+	CoSQA: 20,000+ Web Queries for Code Search and Question Answering	2021	Junjie Huang Duyu Tang Linjun Shou Ming Gong Ke Xu Daxin Jiang Ming Zhou Nan Duan
+	Learning to Ask Conversational Questions by Optimizing Levenshtein Distance	2021	Zhongkun Liu Pengjie Ren Zhumin Chen Zhaochun Ren Maarten de Rijke Ming Zhou
+	GLGE: A New General Language Generation Evaluation Benchmark	2021	Dayiheng Liu Yu Yan Yeyun Gong Weizhen Qi Hang Zhang Jian Jiao Weizhu Chen Jie Fu Linjun Shou Ming Gong
+	CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation	2021	Shuai Lu Daya Guo Shuo Ren Junjie Huang A. Svyatkovskiy Ambrosio Blanco Colin B. Clement Dawn Drain Daxin Jiang Duyu Tang
+ PDF Chat	Jointly Learning to Repair Code and Generate Commit Message	2021	Jiaqi Bai Long Zhou Ambrosio Blanco Shujie Liu Furu Wei Ming Zhou Zhoujun Li
+	Mengzi: Towards Lightweight yet Ingenious Pre-trained Models for Chinese	2021	Zhuosheng Zhang Hanqing Zhang Keming Chen Yuhang Guo Jingyun Hua Yulong Wang Ming Zhou
+	Discovering Representation Sprachbund For Multilingual Pre-Training	2021	Yimin Fan Yaobo Liang Alexandre Muzio Hany Hassan Houqiang Li Ming Zhou Nan Duan
+ PDF Chat	XGPT: Cross-modal Generative Pre-Training for Image Captioning	2021	Qiaolin Xia Haoyang Huang Nan Duan Dongdong Zhang Lei Ji Zhifang Sui Edward Cui Taroon Bharti Ming Zhou
+	Jointly Learning to Repair Code and Generate Commit Message	2021	Jiaqi Bai Long Zhou Ambrosio Blanco Shujie Liu Furu Wei Ming Zhou Zhoujun Li
+	Applications of Generative Adversarial Networks in Anomaly Detection: A Systematic Literature Review	2021	Mikael Sabuhi Ming Zhou Cor‐Paul Bezemer Petr Musı́lek
+	From LSAT: The Progress and Challenges of Complex Reasoning	2021	Siyuan Wang Zhongkun Liu Wanjun Zhong Ming Zhou Zhongyu Wei Zhumin Chen Nan Duan
+	Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text	2021	Siyuan Wang Wanjun Zhong Duyu Tang Zhongyu Wei Zhihao Fan Daxin Jiang Ming Zhou Nan Duan
+	Leveraging Structural Information to Improve Point Line Visual-Inertial Odometry	2021	Bo Xu Peng Wang Yijia He Yu Chen Yongnan Chen Ming Zhou
+	BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation	2021	Yuchen Eleanor Jiang Tianyu Liu Shuming Ma Dongdong Zhang Jian Yang Haoyang Huang Rico Sennrich Ryan Cotterell Mrinmaya Sachan Ming Zhou
+	BANG: Bridging Autoregressive and Non-autoregressive Generation with Large Scale Pretraining	2020	Weizhen Qi Yeyun Gong Jian Jiao Yu Yan Dayiheng Liu Weizhu Chen Kewen Tang Houqiang Li Jiusheng Chen Ruofei Zhang
+ PDF Chat	GraphCodeBERT: Pre-training Code Representations with Data Flow	2020	Daya Guo Shuo Ren Shuai Lu Zhangyin Feng Duyu Tang Shujie Liu Long Zhou Nan Duan A. Svyatkovskiy Shengyu Fu
+ PDF Chat	LayoutLM: Pre-training of Text and Layout for Document Image Understanding	2020	Yiheng Xu Minghao Li Lei Cui Shaohan Huang Furu Wei Ming Zhou
+	Self-Adversarial Learning with Comparative Discrimination for Text Generation	2020	Wangchunshu Zhou Tao Ge Ke Xu Furu Wei Ming Zhou
+	mvnormalTest: Powerful Tests for Multivariate Normality	2020	Yian Zhang Ming Zhou Yongzhao Shao
+	At Which Level Should We Extract? An Empirical Study on Extractive Document Summarization	2020	Qingyu Zhou Furu Wei Ming Zhou
+	STEP: Sequence-to-Sequence Transformer Pre-training for Document Summarization	2020	Yanyan Zou Xingxing Zhang Wei Lu Furu Wei Ming Zhou
+ PDF Chat	Bridging the Gap between Pre-Training and Fine-Tuning for End-to-End Speech Translation	2020	Chengyi Wang Yu Wu Shujie Liu Zhenglu Yang Ming Zhou
+	Reducing the Latency of End-to-End Streaming Speech Recognition Models with a Scout Network	2020	Chengyi Wang Yu Wu Shujie Liu Jinyu Li Liang Lu Guoli Ye Ming Zhou
+	UniViLM: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation.	2020	Huaishao Luo Lei Ji Botian Shi Haoyang Huang Nan Duan Tianrui Li Xilin Chen Ming Zhou
+	ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training	2020	Weizhen Qi Yu Yan Yeyun Gong Dayiheng Liu Nan Duan Jiusheng Chen Ruofei Zhang Ming Zhou
+	Self-Adversarial Learning with Comparative Discrimination for Text Generation	2020	Wangchunshu Zhou Tao Ge Ke Xu Furu Wei Ming Zhou
+	BERT-of-Theseus: Compressing BERT by Progressive Module Replacing	2020	Canwen Xu Wangchunshu Zhou Tao Ge Furu Wei Ming Zhou
+	UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training	2020	Hangbo Bao Li Dong Furu Wei Wenhui Wang Nan Yang Xiaodong Liu Yu Wang Songhao Piao Jianfeng Gao Ming Zhou
+	CodeBERT: A Pre-Trained Model for Programming and Natural Languages	2020	Zhangyin Feng Daya Guo Duyu Tang Nan Duan Xiaocheng Feng Ming Gong Linjun Shou Bing Qin Ting Liu Daxin Jiang
+	MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers	2020	Wenhui Wang Furu Wei Li Dong Hangbo Bao Nan Yang Ming Zhou
+	XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation	2020	Yaobo Liang Nan Duan Yeyun Gong Ning Wu Fenfei Guo Weizhen Qi Ming Gong Linjun Shou Daxin Jiang Guihong Cao
+	Pre-training Text Representations as Meta Learning	2020	Shangwen Lv Yuechen Wang Daya Guo Duyu Tang Nan Duan Fuqing Zhu Ming Gong Linjun Shou Ryan Ma Daxin Jiang
+	Inferential Text Generation with Multiple Knowledge Sources and Meta-Learning	2020	Daya Guo Akari Asai Duyu Tang Nan Duan Ming Gong Linjun Shou Daxin Jiang Jian Yin Ming Zhou
+	MuTual: A Dataset for Multi-Turn Dialogue Reasoning	2020	Leyang Cui Yu Wu Shujie Liu Yue Zhang Ming Zhou
+	Curriculum Pre-training for End-to-End Speech Translation	2020	Chengyi Wang Yu Wu Shujie Liu Ming Zhou Zhenglu Yang
+	A Heterogeneous Graph with Factual, Temporal and Logical Knowledge for Question Answering Over Dynamic Contexts	2020	Wanjun Zhong Duyu Tang Nan Duan Ming Zhou Jiahai Wang Jian Yin
+	Low Latency End-to-End Streaming Speech Recognition with a Scout Network	2020	Chengyi Wang Yu Wu Shujie Liu Jinyu Li Liang Lu Guoli Ye Ming Zhou
+	LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network	2020	Wanjun Zhong Duyu Tang Zhangyin Feng Nan Duan Ming Zhou Ming Gong Linjun Shou Daxin Jiang Jiahai Wang Jian Yin
+	Scheduled DropHead: A Regularization Method for Transformer Models	2020	Wangchunshu Zhou Tao Ge Ke Xu Furu Wei Ming Zhou
+	Leveraging Declarative Knowledge in Text and First-Order Logic for Fine-Grained Propaganda Detection	2020	Ruize Wang Duyu Tang Nan Duan Wanjun Zhong Zhongyu Wei Xuanjing Huang Daxin Jiang Ming Zhou
+	Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension	2020	Bo Zheng Haoyang Wen Yaobo Liang Nan Duan Wanxiang Che Daxin Jiang Ming Zhou Ting Liu
+	DocBank: A Benchmark Dataset for Document Layout Analysis	2020	Minghao Li Yiheng Xu Lei Cui Shaohan Huang Furu Wei Zhoujun Li Ming Zhou
+	Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder	2020	Daya Guo Duyu Tang Nan Duan Jian Yin Daxin Jiang Ming Zhou
+	Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension	2020	Bo Zheng Haoyang Wen Yaobo Liang Nan Duan Wanxiang Che Daxin Jiang Ming Zhou Ting Liu
+	MuTual: A Dataset for Multi-Turn Dialogue Reasoning	2020	Leyang Cui Yu Wu Shujie Liu Yue Zhang Ming Zhou
+	Curriculum Pre-training for End-to-End Speech Translation	2020	Chengyi Wang Yu Wu Shujie Liu Ming Zhou Zhenglu Yang
+	Reasoning Over Semantic-Level Graph for Fact Checking	2020	Wanjun Zhong Jingjing Xu Duyu Tang Zenan Xu Nan Duan Ming Zhou Jiahai Wang Jian Yin
+	LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network	2020	Wanjun Zhong Duyu Tang Zhangyin Feng Nan Duan Ming Zhou Ming Gong Linjun Shou Daxin Jiang Jiahai Wang Jian Yin
+	Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder	2020	Daya Guo Duyu Tang Nan Duan Jian Yin Daxin Jiang Ming Zhou
+	InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training	2020	Zewen Chi Li Dong Furu Wei Nan Yang Saksham Singhal Wenhui Wang Song Xia Xian-Ling Mao Heyan Huang Ming Zhou
+	GraphCodeBERT: Pre-training Code Representations with Data Flow	2020	Daya Guo Shuo Ren Shuai Lu Zhangyin Feng Duyu Tang Shujie Liu Long Zhou Nan Duan A. Svyatkovskiy Sheng‐Yu Fu
+	Pre-training for Abstractive Document Summarization by Reinstating Source Text	2020	Yanyan Zou Xingxing Zhang Wei Lu Furu Wei Ming Zhou
+	CodeBLEU: a Method for Automatic Evaluation of Code Synthesis	2020	Shuo Ren Daya Guo Shuai Lu Long Zhou Shujie Liu Duyu Tang Neel Sundaresan Ming Zhou Ambrosio Blanco Shuai Ma
+	Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space	2020	Dayiheng Liu Yeyun Gong Jie Fu Yu Yan Jiusheng Chen Jiancheng Lv Nan Duan Ming Zhou
+	ProphetNet-Ads: A Looking Ahead Strategy for Generative Retrieval Models in Sponsored Search Engine	2020	Weizhen Qi Yeyun Gong Yu Yan Jian Jiao Bo Shao Ruofei Zhang Houqiang Li Nan Duan Ming Zhou
+	Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction	2020	Mengyun Chen Tao Ge Xingxing Zhang Furu Wei Ming Zhou
+	Neural Deepfake Detection with Factual Structure of Text	2020	Wanjun Zhong Duyu Tang Zenan Xu Ruize Wang Nan Duan Ming Zhou Jiahai Wang Jian Yin
+	Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers	2020	Shusheng Xu Xingxing Zhang Yi Wu Furu Wei Ming Zhou
+ PDF Chat	ProphetNet-Ads: A Looking Ahead Strategy for Generative Retrieval Models in Sponsored Search Engine	2020	Weizhen Qi Yeyun Gong Yu Yan Jian Jiao Bo Shao Ruofei Zhang Houqiang Li Nan Duan Ming Zhou
+	Pre-training for Abstractive Document Summarization by Reinstating Source Text	2020	Yanyan Zou Xingxing Zhang Wei Lu Furu Wei Ming Zhou
+	CodeBERT: A Pre-Trained Model for Programming and Natural Languages	2020	Zhangyin Feng Daya Guo Duyu Tang Nan Duan Xiaocheng Feng Ming Gong Linjun Shou Bing Qin Ting Liu Daxin Jiang
+ PDF Chat	Scheduled DropHead: A Regularization Method for Transformer Models	2020	Wangchunshu Zhou Tao Ge Furu Wei Ming Zhou Ke Xu
+	Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers	2020	Shusheng Xu Xingxing Zhang Yi Wu Furu Wei Ming Zhou
+	Neural Deepfake Detection with Factual Structure of Text	2020	Wanjun Zhong Duyu Tang Zenan Xu Ruize Wang Nan Duan Ming Zhou Jiahai Wang Jian Yin
+ PDF Chat	ProphetNet: Predicting Future N-gram for Sequence-to-SequencePre-training	2020	Weizhen Qi Yu Yan Yeyun Gong Dayiheng Liu Nan Duan Jiusheng Chen Ruofei Zhang Ming Zhou
+	BERT-of-Theseus: Compressing BERT by Progressive Module Replacing	2020	Canwen Xu Wangchunshu Zhou Tao Ge Furu Wei Ming Zhou
+	Improving Grammatical Error Correction with Machine Translation Pairs	2020	Wangchunshu Zhou Tao Ge Chang Mu Ke Xu Furu Wei Ming Zhou
+	Leveraging Declarative Knowledge in Text and First-Order Logic for Fine-Grained Propaganda Detection	2020	Ruize Wang Duyu Tang Nan Duan Wanjun Zhong Zhongyu Wei Xuanjing Huang Daxin Jiang Ming Zhou
+ PDF Chat	Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction	2020	Mengyun Chen Tao Ge Xingxing Zhang Furu Wei Ming Zhou
+	Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space	2020	Dayiheng Liu Yeyun Gong Jie Fu Yu Yan Jiusheng Chen Jiancheng Lv Nan Duan Ming Zhou
+	GLGE: A New General Language Generation Evaluation Benchmark	2020	Dayiheng Liu Yu Yan Yeyun Gong Weizhen Qi Hang Zhang Jian Jiao Weizhu Chen Jie Fu Linjun Shou Ming Gong
+ PDF Chat	DocBank: A Benchmark Dataset for Document Layout Analysis	2020	Minghao Li Yiheng Xu Lei Cui Shaohan Huang Furu Wei Zhoujun Li Ming Zhou
+ PDF Chat	At Which Level Should We Extract? An Empirical Analysis on Extractive Document Summarization	2020	Qingyu Zhou Furu Wei Ming Zhou
+	BANG: Bridging Autoregressive and Non-autoregressive Generation with Large Scale Pretraining	2020	Weizhen Qi Yeyun Gong Jian Jiao Yu Yan Weizhu Chen Dayiheng Liu Kewen Tang Houqiang Li Jiusheng Chen Ruofei Zhang
+	At Which Level Should We Extract? An Empirical Analysis on Extractive Document Summarization	2020	Qingyu Zhou Furu Wei Ming Zhou
+	Unified Language Model Pre-training for Natural Language Understanding and Generation	2019	Li Dong Nan Yang Wenhui Wang Furu Wei Xiaodong Liu Yu Wang Jianfeng Gao Ming Zhou Hsiao-Wuen Hon
+	HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization	2019	Xingxing Zhang Furu Wei Ming Zhou
+	Coupling Retrieval and Meta-Learning for Context-Dependent Semantic Parsing	2019	Daya Guo Duyu Tang Nan Duan Ming Zhou Jian Yin
+	Coupling Retrieval and Meta-Learning for Context-Dependent Semantic Parsing	2019	Daya Guo Duyu Tang Nan Duan Ming Zhou Jian Yin
+	HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization	2019	Xingxing Zhang Furu Wei Ming Zhou
+	Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training	2019	Gen Li Nan Duan Yuejian Fang Ming Gong Daxin Jiang Ming Zhou
+	Explicit Cross-lingual Pre-training for Unsupervised Machine Translation	2019	Shuo Ren Yu Wu Shujie Liu Ming Zhou Shuai Ma
+	Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks	2019	Haoyang Huang Yaobo Liang Nan Duan Ming Gong Linjun Shou Daxin Jiang Ming Zhou
+	Unified Language Model Pre-training for Natural Language Understanding and Generation	2019	Li Dong Nan Yang Wenhui Wang Furu Wei Xiaodong Liu Yu Wang Jianfeng Gao Ming Zhou Hsiao-Wuen Hon
+	Reasoning Over Semantic-Level Graph for Fact Checking	2019	Wanjun Zhong Jingjing Xu Duyu Tang Zenan Xu Nan Duan Ming Zhou Jiahai Wang Jian Yin
+	Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks	2019	Haoyang Huang Yaobo Liang Nan Duan Ming Gong Linjun Shou Daxin Jiang Ming Zhou
+	Sequence-to-sequence Pre-training with Data Augmentation for Sentence Rewriting	2019	Yi Zhang Tao Ge Furu Wei Ming Zhou Xu Sun
+	Bridging the Gap between Pre-Training and Fine-Tuning for End-to-End Speech Translation	2019	Chengyi Wang Yu Wu Shujie Liu Zhenglu Yang Ming Zhou
+ PDF Chat	Improving Question Answering by Commonsense-Based Pre-training	2019	Wanjun Zhong Duyu Tang Nan Duan Ming Zhou Jiahai Wang Jian Yin
+ PDF Chat	Knowledge-Aware Conversational Semantic Parsing over Web Tables	2019	Yibo Sun Duyu Tang Jingjing Xu Nan Duan Xiaocheng Feng Bing Qin Ting Liu Ming Zhou
+	Improving Grammatical Error Correction with Machine Translation Pairs	2019	Wangchunshu Zhou Tao Ge Chang Mu Ke Xu Furu Wei Ming Zhou
+	Signal Instructed Coordination in Cooperative Multi-agent Reinforcement Learning	2019	Liheng Chen Hongyi Guo Yali Du Fei Fang Haifeng Zhang Yaoming Zhu Ming Zhou Weinan Zhang Qing Wang Yong Yu
+ PDF Chat	A Sequential Matching Framework for Multi-Turn Response Selection in Retrieval-Based Chatbots	2018	Yu Wu Wei Wu Xing Chen Can Xu Zhoujun Li Ming Zhou
+	Text Morphing	2018	Shaohan Huang Yu Wu Furu Wei Ming Zhou
+	Close to Human Quality TTS with Transformer	2018	Naihan Li Shujie Liu Yanqing Liu Sheng Zhao Ming Liu Ming Zhou
+ PDF Chat	R-VQA	2018	Pan Lu Lei Ji Wei Zhang Nan Duan Ming Zhou Jianyong Wang
+	Reinforced Mnemonic Reader for Machine Reading Comprehension	2018	Minghao Hu Yuxing Peng Zhen Huang Xipeng Qiu Furu Wei Ming Zhou
+ PDF Chat	Visual Question Generation as Dual Task of Visual Question Answering	2018	Yikang Li Nan Duan Bolei Zhou Xiao Chu Wanli Ouyang Xiaogang Wang Ming Zhou
+ PDF Chat	Hierarchical Recurrent Attention Network for Response Generation	2018	Xing Chen Yu Wu Wei Wu Yalou Huang Ming Zhou
+ PDF Chat	Table-to-Text: Describing Table Region With Natural Language	2018	Junwei Bao Duyu Tang Nan Duan Zhao Yan Yuanhua Lv Ming Zhou Tiejun Zhao
+ PDF Chat	Sequential Copying Networks	2018	Qingyu Zhou Nan Yang Furu Wei Ming Zhou
+ PDF Chat	Neural Question Generation from Text: A Preliminary Study	2018	Qingyu Zhou Nan Yang Furu Wei Chuanqi Tan Hangbo Bao Ming Zhou
+	Semantic Parsing with Syntax- and Table-Aware SQL Generation	2018	Yibo Sun Duyu Tang Nan Duan Jianshu Ji Guihong Cao Xiaocheng Feng Bing Qin Ting Liu Ming Zhou
+	Triangular Architecture for Rare Language Translation	2018	Shuo Ren Wenhu Chen Shujie Liu Mu Li Ming Zhou Shuai Ma
+	Dictionary-Guided Editing Networks for Paraphrase Generation	2018	Shaohan Huang Yu Wu Furu Wei Ming Zhou
+	Reaching Human-level Performance in Automatic Grammatical Error Correction: An Empirical Study	2018	Tao Ge Furu Wei Ming Zhou
+ PDF Chat	Question Generation from SQL Queries Improves Neural Semantic Parsing	2018	Daya Guo Yibo Sun Duyu Tang Nan Duan Jian Yin Hong Chi James Cao Peng Chen Ming Zhou
+ PDF Chat	Neural Latent Extractive Document Summarization	2018	Xingxing Zhang Mirella Lapata Furu Wei Ming Zhou
+	Attention-Guided Answer Distillation for Machine Reading Comprehension	2018	Minghao Hu Yuxing Peng Furu Wei Zhen Huang Dongsheng Li Nan Yang Ming Zhou
+	Improving Question Answering by Commonsense-Based Pre-Training	2018	Wanjun Zhong Duyu Tang Nan Duan Ming Zhou Jiahai Wang Jian Yin
+	Neural Melody Composition from Lyrics	2018	Hangbo Bao Shaohan Huang Furu Wei Lei Cui Yu Wu Chuanqi Tan Songhao Piao Ming Zhou
+ PDF Chat	Neural Document Summarization by Jointly Learning to Score and Select Sentences	2018	Qingyu Zhou Nan Yang Furu Wei Shaohan Huang Ming Zhou Tiejun Zhao
+	Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots	2018	Yu Wu Wei Wu Zhoujun Li Ming Zhou
+	Neural Open Information Extraction	2018	Lei Cui Furu Wei Ming Zhou
+	Sequential Copying Networks	2018	Qingyu Zhou Nan Yang Furu Wei Ming Zhou
+	Neural Latent Extractive Document Summarization	2018	Xingxing Zhang Mirella Lapata Furu Wei Ming Zhou
+	Neural Open Information Extraction	2018	Lei Cui Furu Wei Ming Zhou
+	Neural Document Summarization by Jointly Learning to Score and Select Sentences	2018	Qingyu Zhou Nan Yang Furu Wei Shaohan Huang Ming Zhou Tiejun Zhao
+	Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots	2018	Yu Wu Wei Wu Zhoujun Li Ming Zhou
+ PDF Chat	Semantic Parsing with Syntax- and Table-Aware SQL Generation	2018	Yibo Sun Duyu Tang Nan Duan Jianshu Ji Guihong Cao Xiaocheng Feng Bing Qin Ting Liu Ming Zhou
+ PDF Chat	Attention-Guided Answer Distillation for Machine Reading Comprehension	2018	Minghao Hu Yuxing Peng Furu Wei Zhen Huang Dongsheng Li Nan Yang Ming Zhou
+	Assertion-based QA with Question-Aware Open Information Extraction	2018	Zhao Yan Duyu Tang Nan Duan Shujie Liu Wendi Wang Daxin Jiang Ming Zhou Zhoujun Li
+	Text Morphing	2018	Shaohan Huang Yu Wu Furu Wei Ming Zhou
+ PDF Chat	TGSum: Build Tweet Guided Multi-Document Summarization Dataset	2017	Ziqiang Cao Chengyao Chen Wenjie Li Sujian Li Furu Wei Ming Zhou
+	S-Net: From Answer Extraction to Answer Generation for Machine Reading Comprehension	2017	Chuanqi Tan Furu Wei Nan Yang Bowen Du Weifeng Lv Ming Zhou
+ PDF Chat	Topic Aware Neural Response Generation	2017	Xing Chen Wei Wu Yu Wu Jie Liu Yalou Huang Ming Zhou Wei‐Ying Ma
+ PDF Chat	Entity Linking for Queries by Searching Wikipedia Sentences	2017	Chuanqi Tan Furu Wei Pengjie Ren Weifeng Lv Ming Zhou
+ PDF Chat	Selective Encoding for Abstractive Sentence Summarization	2017	Qingyu Zhou Nan Yang Furu Wei Ming Zhou
+	Question Answering and Question Generation as Dual Tasks	2017	Duyu Tang Nan Duan Tao Qin Zhao Yan Ming Zhou
+	Content-Based Table Retrieval for Web Queries	2017	Zhao Yan Duyu Tang Nan Duan Junwei Bao Yuanhua Lv Ming Zhou Zhoujun Li
+	Generative Bridging Network in Neural Sequence Prediction	2017	Wenhu Chen Guanlin Li Shuo Ren Shujie Liu Zhirui Zhang Mu Li Ming Zhou
+	A Sequential Matching Framework for Multi-turn Response Selection in Retrieval-based Chatbots	2017	Yu Wu Wei Wu Xing Chen Can Xu Zhoujun Li Ming Zhou
+	Reinforced Mnemonic Reader for Machine Reading Comprehension	2017	Minghao Hu Yuxing Peng Zhen Huang Xipeng Qiu Furu Wei Ming Zhou
+ PDF Chat	Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-Based Chatbots	2017	Yu Wu Wei Wu Xing Chen Ming Zhou Zhoujun Li
+	Entity Linking for Queries by Searching Wikipedia Sentences	2017	Chuanqi Tan Furu Wei Pengjie Ren Weifeng Lv Ming Zhou
+	Neural Question Generation from Text: A Preliminary Study	2017	Qingyu Zhou Nan Yang Furu Wei Chuanqi Tan Hangbo Bao Ming Zhou
+	Hierarchical Recurrent Attention Network for Response Generation	2017	Xing Chen Yu Wu Wei Wu Yalou Huang Ming Zhou
+	S-Net: From Answer Extraction to Answer Generation for Machine Reading Comprehension	2017	Chuanqi Tan Furu Wei Nan Yang Bowen Du Weifeng Lv Ming Zhou
+	Unsupervised word and dependency path embeddings for aspect term extraction	2016	Yichun Yin Furu Wei Li Dong Kaimeng Xu Ming Zhang Ming Zhou
+	Topic Augmented Neural Response Generation with a Joint Attention Mechanism.	2016	Xing Chen Wei Wu Yu Wu Jie Liu Yalou Huang Ming Zhou Wei‐Ying Ma
+	Unsupervised Word and Dependency Path Embeddings for Aspect Term Extraction	2016	Yichun Yin Furu Wei Li Dong Kaimeng Xu Ming Zhang Ming Zhou
+	Topic Augmented Neural Network for Short Text Conversation.	2016	Yu Wu Wei Wu Zhoujun Li Ming Zhou
+ PDF Chat	Jointly Modeling Topics and Intents with Global Order Structure	2016	Bei Chen Jun Zhu Nan Yang Tian Tian Ming Zhou Bo Zhang
+ PDF Chat	TGSum: Build Tweet Guided Multi-Document Summarization Dataset	2016	Ziqiang Cao Chengyao Chen Wenjie Li Sujian Li Furu Wei Ming Zhou
+	Response Selection with Topic Clues for Retrieval-based Chatbots	2016	Yu Wu Wei Wu Zhoujun Li Ming Zhou
+	Aligning Coordinated Text Streams through Burst Information Network Construction and Decipherment	2016	Tao Ge Qing Dou Xiaoman Pan Heng Ji Lei Cui Baobao Chang Zhifang Sui Ming Zhou
+	Detecting Context Dependent Messages in a Conversational Environment	2016	Chaozhuo Li Yu Wu Wei Wu Xing Chen Zhoujun Li Ming Zhou
+	Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-based Chatbots	2016	Yu Wu Wei Wu Xing Chen Ming Zhou Zhoujun Li
+	Topic Aware Neural Response Generation	2016	Xing Chen Wei Wu Yu Wu Jie Liu Yalou Huang Ming Zhou Wei‐Ying Ma
+	Unsupervised Word and Dependency Path Embeddings for Aspect Term Extraction	2016	Yichun Yin Furu Wei Dong Li Kaimeng Xu Ming Zhang Ming Zhou
+ PDF Chat	A Statistical Parsing Framework for Sentiment Classification	2015	Li Dong Furu Wei Shujie Liu Ming Zhou Ke Xu
+	A Dependency-Based Neural Network for Relation Classification	2015	Yang Liu Furu Wei Sujian Li Heng Ji Ming Zhou Houfeng Wang
+	Multi-Document Summarization via Discriminative Summary Reranking	2015	Xiaojun Wan Ziqiang Cao Furu Wei Sujian Li Ming Zhou
+	A Dependency-Based Neural Network for Relation Classification	2015	Yang Liu Furu Wei Sujian Li Heng Ji Ming Zhou Houfeng Wang
+	Jointly Modeling Topics and Intents with Global Order Structure	2015	Bei Chen Jun Zhu Nan Yang Tian Tian Ming Zhou Bo Zhang
+	TGSum: Build Tweet Guided Multi-Document Summarization Dataset	2015	Ziqiang Cao Chengyao Chen Wenjie Li Sujian Li Furu Wei Ming Zhou
+	A Statistical Parsing Framework for Sentiment Classification	2014	Li Dong Furu Wei Shujie Liu Ming Zhou Ke Xu

Common Coauthors

Coauthor	Papers Together
Nan Duan	68
Furu Wei	67
Duyu Tang	37
Daxin Jiang	27
Wanjun Zhong	21
Shujie Liu	21
Nan Yang	19
Yu Wu	19
Jian Yin	19
Daya Guo	17
Ming Gong	16
Jiahai Wang	15
Zhoujun Li	15
Linjun Shou	15
Tao Ge	13
Wei Wu	11
Yeyun Gong	11
Yu Yan	10
Qingyu Zhou	10
Shaohan Huang	9
Xing Chen	9
Weizhen Qi	9
Ruofei Zhang	9
Xingxing Zhang	8
Dayiheng Liu	8
Jiusheng Chen	8
Wangchunshu Zhou	8
Chuanqi Tan	7
Li Dong	7
Shuo Ren	7
Jian Yin	6
Jian Jiao	6
Long Zhou	6
Sujian Li	6
Zhongyu Wei	6
Zhangyin Feng	6
Yaobo Liang	6
Chengyi Wang	6
Xiaocheng Feng	5
Zenan Xu	5
Hangbo Bao	5
Ambrosio Blanco	5
Haoyang Huang	5
Ting Liu	5
Ke Xu	5
Houqiang Li	5
Neel Sundaresan	5
Bing Qin	5
Yu Wu	5
Yalou Huang	5

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Attention is All you Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	52
+	RoBERTa: A Robustly Optimized BERT Pretraining Approach	2019	Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy Mike Lewis Luke Zettlemoyer Veselin Stoyanov	45
+	Neural Machine Translation by Jointly Learning to Align and Translate	2015	Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio	44
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	37
+	XLNet: Generalized Autoregressive Pretraining for Language Understanding	2019	Zhilin Yang Zihang Dai Yiming Yang Jaime Carbonell Ruslan Salakhutdinov Quoc V. Le	28
+ PDF Chat	SQuAD: 100,000+ Questions for Machine Comprehension of Text	2016	Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang	27
+	Attention Is All You Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	25
+	Neural Machine Translation by Jointly Learning to Align and Translate	2014	Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio	25
+	Sequence to Sequence Learning with Neural Networks	2014	Ilya Sutskever Oriol Vinyals Quoc V. Le	25
+ PDF Chat	Get To The Point: Summarization with Pointer-Generator Networks	2017	Abigail See Peter J. Liu Christopher D. Manning	23
+	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	2018	Jacob Devlin Ming‐Wei Chang Kenton Lee Kristina Toutanova	22
+	Deep Contextualized Word Representations	2018	Matthew E. Peters Mark E Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer	22
+	Incorporating Copying Mechanism in Sequence-to-Sequence Learning	2016	Jiatao Gu Zhengdong Lu Hang Li Victor O. K. Li	20
+	SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents	2016	Ramesh Nallapati Feifei Zhai Bowen Zhou	16
+ PDF Chat	Neural Machine Translation of Rare Words with Subword Units	2016	Rico Sennrich Barry Haddow Alexandra Birch	16
+	Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation	2014	Kyunghyun Cho Bart van Merriënboer Çaǧlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio	16
+	Unified Language Model Pre-training for Natural Language Understanding and Generation	2019	Li Dong Nan Yang Wenhui Wang Furu Wei Xiaodong Liu Yu Wang Jianfeng Gao Ming Zhou Hsiao-Wuen Hon	16
+ PDF Chat	Effective Approaches to Attention-based Neural Machine Translation	2015	Thang Luong Hieu Pham Christopher D. Manning	15
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	15
+	MASS: Masked Sequence to Sequence Pre-training for Language Generation	2019	Kaitao Song Xu Tan Tao Qin Jianfeng Lu Tie‐Yan Liu	14
+ PDF Chat	Neural Summarization by Extracting Sentences and Words	2016	Jianpeng Cheng Mirella Lapata	14
+	A Neural Conversational Model	2015	Oriol Vinyals Quoc V. Le	13
+ PDF Chat	Bottom-Up Abstractive Summarization	2018	Sebastian Gehrmann Yuntian Deng Alexander M. Rush	13
+	Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation	2016	Yonghui Wu Mike Schuster Zhifeng Chen Quoc V. Le Mohammad Norouzi Wolfgang Macherey Maxim Krikun Yuan Cao Qin Gao Klaus Macherey	13
+	Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond	2016	Ramesh Nallapati Bowen Zhou Cícero dos Santos Çaǧlar Gülçehre Bing Xiang	12
+	Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer	2019	Colin Raffel Noam Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu	12
+ PDF Chat	A Diversity-Promoting Objective Function for Neural Conversation Models	2016	Jiwei Li Michel Galley Chris Brockett Jianfeng Gao Bill Dolan	11
+	MASS: Masked Sequence to Sequence Pre-training for Language Generation	2019	Kaitao Song Xu Tan Tao Qin Jianfeng Lu Tie‐Yan Liu	11
+	BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension	2020	Mike Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdelrahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer	11
+	A Deep Reinforced Model for Abstractive Summarization	2017	Romain Paulus Caiming Xiong Richard Socher	11
+	Teaching Machines to Read and Comprehend	2015	Karl Moritz Hermann Tomáš Kočiský Edward Grefenstette Lasse Espeholt Will Kay Mustafa Suleyman Phil Blunsom	11
+	Ranking Sentences for Extractive Summarization with Reinforcement Learning	2018	Shashi Narayan Shay B. Cohen Mirella Lapata	11
+	Distilling the Knowledge in a Neural Network	2015	Geoffrey E. Hinton Oriol Vinyals Jay B. Dean	11
+	A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference	2018	Adina Williams Nikita Nangia Samuel Bowman	11
+	Teaching Machines to Read and Comprehend	2015	Karl Moritz Hermann Tomáš Kočiský Edward Grefenstette Lasse Espeholt Will Kay Mustafa Suleyman Phil Blunsom	11
+	Convolutional Neural Network Architectures for Matching Natural Language Sentences	2015	Baotian Hu Zhengdong Lu Hang Li Qingcai Chen	10
+	Unified Language Model Pre-training for Natural Language Understanding and Generation	2019	Li Dong Nan Yang Wenhui Wang Furu Wei Xiaodong Liu Yu Wang Jianfeng Gao Ming Zhou Hsiao-Wuen Hon	10
+	Sequence to Sequence Learning with Neural Networks	2014	Ilya Sutskever Oriol Vinyals Quoc V. Le	10
+	Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer	2019	Colin Raffel Noam Shazeer Adam P. Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu	10
+	Distributed Representations of Words and Phrases and their Compositionality	2013	Tomáš Mikolov Ilya Sutskever Kai Chen Greg S. Corrado Jay B. Dean	9
+	SQuAD: 100,000+ Questions for Machine Comprehension of Text	2016	Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang	9
+	BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.	2019	Mike Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdelrahman Mohamed Omer Levy Ves Stoyanov Luke Zettlemoyer	9
+	Cross-lingual Language Model Pretraining	2019	Guillaume Lample Alexis Conneau	9
+ PDF Chat	A Neural Attention Model for Abstractive Sentence Summarization	2015	Alexander M. Rush Sumit Chopra Jason Weston	9
+	ALBERT: A Lite BERT for Self-supervised Learning of Language Representations	2019	Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut	9
+	Neural Responding Machine for Short-Text Conversation	2015	Lifeng Shang Zhengdong Lu Hang Li	9
+ PDF Chat	SummaRuNNer: A Recurrent Neural Network Based Sequence Model for Extractive Summarization of Documents	2017	Ramesh Nallapati Feifei Zhai Bowen Zhou	8
+	Bridging Nonlinearities and Stochastic Regularizers with Gaussian Error Linear Units	2016	Dan Hendrycks Kevin Gimpel	8
+	Text Summarization with Pretrained Encoders	2019	Yang Liu Mirella Lapata	8
+ PDF Chat	Neural Question Generation from Text: A Preliminary Study	2018	Qingyu Zhou Nan Yang Furu Wei Chuanqi Tan Hangbo Bao Ming Zhou	8