Ming Zhou

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