← Authors

Ming Zhou

241 papers · 2000–2025 · 19 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (28) 🐝 Cross-Pollinator (13) πŸƒ Academic Marathon (25) 🌍 Conference Polyglot (19) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (11) 🏠 Conference Loyalist (49) πŸ† Keyword Champion (2) 🀝 Dynamic Duo (61) πŸ† Grand Slam πŸ‘‘ Triple Crown πŸ‘₯ Mega-Team (32) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (20) 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (80) πŸš€ Conference Pioneer πŸ’Ž Century Club (241) πŸ”₯ Unstoppable (24) πŸ“ˆ Trend Setter ⚑ Prolific Year (19) ❓ The Questioner (2)

Conferences

ACL (87) EMNLP (49) COLING (33) IJCNLP (18) NAACL (8) IJCAI (8) AAAI (7) CONLL (6) ICML (4) INTERSPEECH (4) NIPS (4) ICLR (3) SEMEVAL (3) EACL (2) CVPR (1) ECCV (1) CORL (1) AISTATS (1) JMLR (1)

Top co-authors

Furu Wei (61) Nan Duan (60) Mu Li (43) Shujie LIU (41) Duyu Tang (29) Dongdong Zhang (27) Xiaohua Liu (16) Daxin Jiang (16) Nan Yang (14) Li Dong (14)

Research topics

Generation (1) Understanding (1) Applications (1)

Keywords

neural machine translation (15) question answering (12) neural network (10) attention mechanism (9) language model (8) text generation (8) question generation (7) contrastive learning (7) pre-trained language model (7) machine translation (6) semantic parsing (6) extractive summarization (6) transfer learning (6) document summarization (6) sequence-to-sequence model (5) unsupervised learning (5) dialogue system (5) reinforcement learning (5) knowledge distillation (5) machine reading comprehension (5)

Papers

Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval AAAI 2025
Efficient Skill Discovery via Regret-Aware Optimization ICML 2025
Breaking Language Barriers: Cross-Lingual Continual Pre-Training at Scale EMNLP 2024
HORIZON: High-Resolution Semantically Controlled Panorama Synthesis AAAI 2024
A Reinforcement Learning Approach to Improve Low-Resource Machine Translation Leveraging Domain Monolingual Data COLING 2024
LLMaAA: Making Large Language Models as Active Annotators EMNLP 2023
A Hybrid Detection and Generation Framework with Separate Encoders for Event Extraction EACL 2023
MT2: Towards a Multi-Task Machine Translation Model with Translation-Specific In-Context Learning EMNLP 2023
MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning JMLR 2023
UniXcoder: Unified Cross-Modal Pre-training for Code Representation ACL 2022
Recovering Gold from Black Sand: Multilingual Dense Passage Retrieval with Hard and False Negative Samples EMNLP 2022
Analytical Reasoning of Text NAACL 2022
ProQA: Structural Prompt-based Pre-training for Unified Question Answering NAACL 2022
BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation NAACL 2022
Instance Regularization for Discriminative Language Model Pre-training EMNLP 2022
Reasoning over Hybrid Chain for Table-and-Text Open Domain Question Answering IJCAI 2022
Trace Controlled Text to Image Generation ECCV 2022
Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text ACL 2022
CoSQA: 20,000+ Web Queries for Code Search and Question Answering ACL 2021
Learning to Ask Conversational Questions by Optimizing Levenshtein Distance ACL 2021
Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts IJCAI 2021
SemFace: Pre-training Encoder and Decoder with a Semantic Interface for Neural Machine Translation ACL 2021
Control Image Captioning Spatially and Temporally ACL 2021
BANG: Bridging Autoregressive and Non-autoregressive Generation with Large Scale Pretraining ICML 2021
Compare to The Knowledge: Graph Neural Fake News Detection with External Knowledge ACL 2021
GraphCodeBERT: Pre-training Code Representations with Data Flow ICLR 2021
Discovering Representation Sprachbund For Multilingual Pre-Training EMNLP 2021
Jointly Learning to Repair Code and Generate Commit Message EMNLP 2021
Smart-Start Decoding for Neural Machine Translation NAACL 2021
InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training NAACL 2021
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters ACL 2021
Grammar-Based Patches Generation for Automated Program Repair ACL 2021
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters IJCNLP 2021
Grammar-Based Patches Generation for Automated Program Repair IJCNLP 2021
GLGE: A New General Language Generation Evaluation Benchmark IJCNLP 2021
CoSQA: 20,000+ Web Queries for Code Search and Question Answering IJCNLP 2021
Learning to Ask Conversational Questions by Optimizing Levenshtein Distance IJCNLP 2021
SemFace: Pre-training Encoder and Decoder with a Semantic Interface for Neural Machine Translation IJCNLP 2021
Control Image Captioning Spatially and Temporally IJCNLP 2021
Compare to The Knowledge: Graph Neural Fake News Detection with External Knowledge IJCNLP 2021
GLGE: A New General Language Generation Evaluation Benchmark ACL 2021
XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation EMNLP 2020
At Which Level Should We Extract? An Empirical Analysis on Extractive Document Summarization COLING 2020
Unsupervised Fine-tuning for Text Clustering COLING 2020
DocBank: A Benchmark Dataset for Document Layout Analysis COLING 2020
Bridging the Gap between Pre-Training and Fine-Tuning for End-to-End Speech Translation AAAI 2020
Alternating Language Modeling for Cross-Lingual Pre-Training AAAI 2020
MoBoAligner: A Neural Alignment Model for Non-Autoregressive TTS with Monotonic Boundary Search INTERSPEECH 2020
Low Latency End-to-End Streaming Speech Recognition with a Scout Network INTERSPEECH 2020
Semantic Mask for Transformer Based End-to-End Speech Recognition INTERSPEECH 2020
UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training ICML 2020
Self-Adversarial Learning with Comparative Discrimination for Text Generation ICLR 2020
Multi-Agent Interactions Modeling with Correlated Policies ICLR 2020
ProphetNet: Predicting Future N-gram for Sequence-to-SequencePre-training EMNLP 2020
Scheduled DropHead: A Regularization Method for Transformer Models EMNLP 2020
Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers EMNLP 2020
CodeBERT: A Pre-Trained Model for Programming and Natural Languages EMNLP 2020
Improving Grammatical Error Correction with Machine Translation Pairs EMNLP 2020
Machine Reasoning: Technology, Dilemma and Future EMNLP 2020
BERT-of-Theseus: Compressing BERT by Progressive Module Replacing EMNLP 2020
MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers NIPS 2020
SMARTS: An Open-Source Scalable Multi-Agent RL Training School for Autonomous Driving CORL 2020
MuTual: A Dataset for Multi-Turn Dialogue Reasoning ACL 2020
A Graph-based Coarse-to-fine Method for Unsupervised Bilingual Lexicon Induction ACL 2020
A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine Translation ACL 2020
A Simple and Effective Unified Encoder for Document-Level Machine Translation ACL 2020
MIND: A Large-scale Dataset for News Recommendation ACL 2020
Curriculum Pre-training for End-to-End Speech Translation ACL 2020
Graph Neural News Recommendation with Unsupervised Preference Disentanglement ACL 2020
Improving Neural Machine Translation with Soft Template Prediction ACL 2020
LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network ACL 2020
Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder ACL 2020
Reasoning Over Semantic-Level Graph for Fact Checking ACL 2020
Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension ACL 2020
Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction EMNLP 2020
Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space EMNLP 2020
Leveraging Declarative Knowledge in Text and First-Order Logic for Fine-Grained Propaganda Detection EMNLP 2020
Pre-training for Abstractive Document Summarization by Reinstating Source Text EMNLP 2020
Neural Deepfake Detection with Factual Structure of Text EMNLP 2020
Unified Language Model Pre-training for Natural Language Understanding and Generation NIPS 2019
A Tensorized Transformer for Language Modeling NIPS 2019
Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks EMNLP 2019
Response Generation by Context-Aware Prototype Editing AAAI 2019
Unsupervised Neural Machine Translation with SMT as Posterior Regularization AAAI 2019
Asking Clarification Questions in Knowledge-Based Question Answering EMNLP 2019
Explicit Cross-lingual Pre-training for Unsupervised Machine Translation IJCNLP 2019
Asking Clarification Questions in Knowledge-Based Question Answering IJCNLP 2019
Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks IJCNLP 2019
Explicit Cross-lingual Pre-training for Unsupervised Machine Translation EMNLP 2019
Regularizing Neural Machine Translation by Target-Bidirectional Agreement AAAI 2019
Coupling Retrieval and Meta-Learning for Context-Dependent Semantic Parsing ACL 2019
BERT-based Lexical Substitution ACL 2019
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization ACL 2019
Automatic Grammatical Error Correction for Sequence-to-sequence Text Generation: An Empirical Study ACL 2019
Dense Procedure Captioning in Narrated Instructional Videos ACL 2019
Exponential convergence rates for Batch Normalization: The power of length-direction decoupling in non-convex optimization AISTATS 2019
Inspecting Unification of Encoding and Matching with Transformer: A Case Study of Machine Reading Comprehension EMNLP 2019
Visual Question Generation as Dual Task of Visual Question Answering CVPR 2018
Attention-Guided Answer Distillation for Machine Reading Comprehension EMNLP 2018
Question Generation from SQL Queries Improves Neural Semantic Parsing EMNLP 2018
Neural Latent Extractive Document Summarization EMNLP 2018
Bidirectional Generative Adversarial Networks for Neural Machine Translation CONLL 2018
Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition EMNLP 2018
Mean Field Multi-Agent Reinforcement Learning ICML 2018
Reinforced Mnemonic Reader for Machine Reading Comprehension IJCAI 2018
Multiway Attention Networks for Modeling Sentence Pairs IJCAI 2018
WaveNet Vocoder with Limited Training Data for Voice Conversion INTERSPEECH 2018
Learning to Collaborate for Question Answering and Asking NAACL 2018
Dialog-to-Action: Conversational Question Answering Over a Large-Scale Knowledge Base NIPS 2018
Generative Bridging Network for Neural Sequence Prediction NAACL 2018
Triangular Architecture for Rare Language Translation ACL 2018
Semantic Parsing with Syntax- and Table-Aware SQL Generation ACL 2018
Neural Document Summarization by Jointly Learning to Score and Select Sentences ACL 2018
Fluency Boost Learning and Inference for Neural Grammatical Error Correction ACL 2018
Neural Open Information Extraction ACL 2018
Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots ACL 2018
Gated Self-Matching Networks for Reading Comprehension and Question Answering ACL 2017
Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-Based Chatbots ACL 2017
Sequence-to-Dependency Neural Machine Translation ACL 2017
Selective Encoding for Abstractive Sentence Summarization ACL 2017
Chunk-based Decoder for Neural Machine Translation ACL 2017
SuperAgent: A Customer Service Chatbot for E-commerce Websites ACL 2017
Learning to Generate Product Reviews from Attributes EACL 2017
Entity Linking for Queries by Searching Wikipedia Sentences EMNLP 2017
Question Generation for Question Answering EMNLP 2017
Stack-based Multi-layer Attention for Transition-based Dependency Parsing EMNLP 2017
Improved Neural Machine Translation with Source Syntax IJCAI 2017
Beihang-MSRA at SemEval-2017 Task 3: A Ranking System with Neural Matching Features for Community Question Answering SEMEVAL 2017
Unsupervised Word and Dependency Path Embeddings for Aspect Term Extraction IJCAI 2016
Event Detection with Burst Information Networks COLING 2016
Improving Attention Modeling with Implicit Distortion and Fertility for Machine Translation COLING 2016
Constraint-Based Question Answering with Knowledge Graph COLING 2016
Detecting Context Dependent Messages in a Conversational Environment COLING 2016
A Redundancy-Aware Sentence Regression Framework for Extractive Summarization COLING 2016
DocChat: An Information Retrieval Approach for Chatbot Engines Using Unstructured Documents ACL 2016
Knowledge-Based Semantic Embedding for Machine Translation ACL 2016
Solving and Generating Chinese Character Riddles EMNLP 2016
News Stream Summarization using Burst Information Networks EMNLP 2016
Learning Summary Prior Representation for Extractive Summarization ACL 2015
Splusplus: A Feature-Rich Two-stage Classifier for Sentiment Analysis of Tweets SEMEVAL 2015
Learning Summary Prior Representation for Extractive Summarization IJCNLP 2015
A Dependency-Based Neural Network for Relation Classification IJCNLP 2015
Efficient Disfluency Detection with Transition-based Parsing IJCNLP 2015
Question Answering over Freebase with Multi-Column Convolutional Neural Networks IJCNLP 2015
Hierarchical Recurrent Neural Network for Document Modeling EMNLP 2015
A Hybrid Neural Model for Type Classification of Entity Mentions IJCAI 2015
Question Answering over Freebase with Multi-Column Convolutional Neural Networks ACL 2015
Efficient Disfluency Detection with Transition-based Parsing ACL 2015
A Dependency-Based Neural Network for Relation Classification ACL 2015
A Joint Segmentation and Classification Framework for Sentiment Analysis EMNLP 2014
Building Large-Scale Twitter-Specific Sentiment Lexicon : A Representation Learning Approach COLING 2014
Joint Relational Embeddings for Knowledge-based Question Answering EMNLP 2014
Coooolll: A Deep Learning System for Twitter Sentiment Classification SEMEVAL 2014
Adaptive Recursive Neural Network for Target-dependent Twitter Sentiment Classification ACL 2014
Learning Sentiment-Specific Word Embedding for Twitter Sentiment Classification ACL 2014
A Recursive Recurrent Neural Network for Statistical Machine Translation ACL 2014
Knowledge-Based Question Answering as Machine Translation ACL 2014
Learning Topic Representation for SMT with Neural Networks ACL 2014
Bilingually-constrained Phrase Embeddings for Machine Translation ACL 2014
A Lexicalized Reordering Model for Hierarchical Phrase-based Translation COLING 2014
Soft Dependency Matching for Hierarchical Phrase-based Machine Translation COLING 2014
Multi-Domain Adaptation for SMT Using Multi-Task Learning EMNLP 2013
Answer Extraction from Passage Graph for Question Answering IJCAI 2013
Word Alignment Modeling with Context Dependent Deep Neural Network ACL 2013
Entity Linking for Tweets ACL 2013
Machine Translation Detection from Monolingual Web-Text ACL 2013
Learning Entity Representation for Entity Disambiguation ACL 2013
Paraphrasing Adaptation for Web Search Ranking ACL 2013
Bilingual Data Cleaning for SMT using Graph-based Random Walk ACL 2013
Efficient Collective Entity Linking with Stacking EMNLP 2013
Forced Derivation Tree based Model Training to Statistical Machine Translation CONLL 2012
Re-training Monolingual Parser Bilingually for Syntactic SMT EMNLP 2012
Forced Derivation Tree based Model Training to Statistical Machine Translation EMNLP 2012
Graph-Based Multi-Tweet Summarization using Social Signals COLING 2012
Lost in Translations? Building Sentiment Lexicons using Context Based Machine Translation COLING 2012
Twitter Topic Summarization by Ranking Tweets using Social Influence and Content Quality COLING 2012
QuickView: NLP-based Tweet Search ACL 2012
Translation Model Size Reduction for Hierarchical Phrase-based Statistical Machine Translation ACL 2012
Joint Learning of a Dual SMT System for Paraphrase Generation ACL 2012
Cross-Lingual Mixture Model for Sentiment Classification ACL 2012
Joint Inference of Named Entity Recognition and Normalization for Tweets ACL 2012
Learning Translation Consensus with Structured Label Propagation ACL 2012
Re-training Monolingual Parser Bilingually for Syntactic SMT CONLL 2012
Target-dependent Twitter Sentiment Classification ACL 2011
Engkoo: Mining the Web for Language Learning ACL 2011
Recognizing Named Entities in Tweets ACL 2011
Hypothesis Mixture Decoding for Statistical Machine Translation ACL 2011
Translation Model Generalization using Probability Averaging for Machine Translation COLING 2010
A Joint Rule Selection Model for Hierarchical Phrase-Based Translation ACL 2010
Semantic Role Labeling for News Tweets COLING 2010
Improved Discriminative ITG Alignment using Hierarchical Phrase Pairs and Semi-supervised Training COLING 2010
Adaptive Development Data Selection for Log-linear Model in Statistical Machine Translation COLING 2010
An Empirical Study on Learning to Rank of Tweets COLING 2010
An Empirical Study on Web Mining of Parallel Data COLING 2010
Mixture Model-based Minimum Bayes Risk Decoding using Multiple Machine Translation Systems COLING 2010
Discriminative Pruning for Discriminative ITG Alignment ACL 2010
Collective Semantic Role Labeling on Open News Corpus by Leveraging Redundancy COLING 2010
SRL-Based Verb Selection for ESL EMNLP 2010
Hybrid Decoding: Decoding with Partial Hypotheses Combination over Multiple SMT Systems COLING 2010
Collaborative Decoding: Partial Hypothesis Re-ranking Using Translation Consensus between Decoders IJCNLP 2009
The Feature Subspace Method for SMT System Combination EMNLP 2009
Collaborative Decoding: Partial Hypothesis Re-ranking Using Translation Consensus between Decoders ACL 2009
Exploiting Bilingual Information to Improve Web Search IJCNLP 2009
Mining Bilingual Data from the Web with Adaptively Learnt Patterns IJCNLP 2009
Exploiting Bilingual Information to Improve Web Search ACL 2009
Mining Bilingual Data from the Web with Adaptively Learnt Patterns ACL 2009
Better Synchronous Binarization for Machine Translation EMNLP 2009
Generating Chinese Couplets using a Statistical MT Approach COLING 2008
Diagnostic Evaluation of Machine Translation Systems Using Automatically Constructed Linguistic Check-Points COLING 2008
Improved Sentence Alignment on Parallel Web Pages Using a Stochastic Tree Alignment Model EMNLP 2008
Combining Multiple Resources to Improve SMT-based Paraphrasing Model ACL 2008
Measure Word Generation for English-Chinese SMT Systems ACL 2008
Phrase Reordering Model Integrating Syntactic Knowledge for SMT EMNLP 2007
Low-Quality Product Review Detection in Opinion Summarization EMNLP 2007
Improving Query Spelling Correction Using Web Search Results EMNLP 2007
Improving Query Spelling Correction Using Web Search Results CONLL 2007
Phrase Reordering Model Integrating Syntactic Knowledge for SMT CONLL 2007
Low-Quality Product Review Detection in Opinion Summarization CONLL 2007
A Probabilistic Approach to Syntax-based Reordering for Statistical Machine Translation ACL 2007
Detecting Erroneous Sentences using Automatically Mined Sequential Patterns ACL 2007
Detection of Non-Native Sentences Using Machine-Translated Training Data NAACL 2007
Exploring Distributional Similarity Based Models for Query Spelling Correction COLING 2006
Exploring Distributional Similarity Based Models for Query Spelling Correction ACL 2006
A DOM Tree Alignment Model for Mining Parallel Data from the Web COLING 2006
A DOM Tree Alignment Model for Mining Parallel Data from the Web ACL 2006
Reranking Answers for Definitional QA Using Language Modeling COLING 2006
Reranking Answers for Definitional QA Using Language Modeling ACL 2006
Resume Information Extraction with Cascaded Hybrid Model ACL 2005
Improving Word Alignment Models using Structured Monolingual Corpora EMNLP 2004
Collocation Translation Acquisition Using Monolingual Corpora ACL 2004
A New Approach for English-Chinese Named Entity Alignment EMNLP 2004
Synonymous Collocation Extraction Using Translation Information ACL 2003
Chinese Named Entity Identification Using Class-based Language Model COLING 2002
Structure Alignment Using Bilingual Chunking COLING 2002
An Automatic Evaluation Method for Localization Oriented Lexicalised EBMT System COLING 2002
Self-Organizing Chinese and Japanese Semantic Maps COLING 2002
Automatic Detecting/Correcting Errors in Chinese Text by an Approximate Word-Matching Algorithm ACL 2000
A Unified Statistical Model for the Identification of English BaseNP ACL 2000
PENS: A Machine-aided English Writing System for Chinese Users ACL 2000
A Block-Based Robust Dependency Parser for Unrestricted Chinese Text ACL 2000
Extraction of Chinese Compound Words - An Experimental Study on a Very Large Corpus ACL 2000