Haifeng Wang

Uncertainty-Aware Routing for Principled Alignment with MoE Dynamics ACL 2026 Distributional Clarity: The Hidden Driver of RL-Friendliness in Large Language Models ACL 2026 PEAP: Proactive Embodied Action Sequence Planning with Joint Understanding of Vision and Audio Perception ACL 2026 Reinforced Informativeness Optimization for Long-Form Retrieval-Augmented Generation ACL 2026 RRAtention: Dynamic Block Sparse Attention via Per-Head Round-Robin Shifts for Long-Context Inference ACL 2026 BEE-RAG: Balanced Entropy Engineering for Retrieval-Augmented Generation AAAI 2026 Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation COLING 2025 BeamLoRA: Beam-Constraint Low-Rank Adaptation ACL 2025 Flexibly Distilled 3D Rectified Flow with Anatomical Constraints for Developmental Infant Brain MRI Prediction MICCAI 2025 Controllable Flow Matching for 3D Contrast-Enhanced Brain MRI Synthesis from Non-Contrast Scans MICCAI 2025 RepoDebug: Repository-Level Multi-Task and Multi-Language Debugging Evaluation of Large Language Models EMNLP 2025 HomeBench: Evaluating LLMs in Smart Homes with Valid and Invalid Instructions Across Single and Multiple Devices ACL 2025 Curiosity-Driven Reinforcement Learning from Human Feedback ACL 2025 Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking ACL 2025 TransBench: Breaking Barriers for Transferable Graphical User Interface Agents in Dynamic Digital Environments ACL 2025 ToolSpectrum: Towards Personalized Tool Utilization for Large Language Models ACL 2025 FlashMask: Efficient and Rich Mask Extension of FlashAttention ICLR 2025 SafeToolBench: Pioneering a Prospective Benchmark to Evaluating Tool Utilization Safety in LLMs EMNLP 2025 Mixture of Hidden-Dimensions: Not All Hidden-States’ Dimensions are Needed in Transformer ICML 2025 An Empirical Study of Consistency Regularization for End-to-End Speech-to-Text Translation NAACL 2024 BASES: Large-scale Web Search User Simulation with Large Language Model based Agents EMNLP 2024 Learning Multilingual Sentence Representations with Cross-lingual Consistency Regularization EMNLP 2023 Towards Boosting the Open-Domain Chatbot with Human Feedback ACL 2023 TOME: A Two-stage Approach for Model-based Retrieval ACL 2023 XDailyDialog: A Multilingual Parallel Dialogue Corpus ACL 2023 Towards Zero-Shot Persona Dialogue Generation with In-Context Learning ACL 2023 Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency Regularization ACL 2023 Implicit Regularization and Entrywise Convergence of Riemannian Optimization for Low Tucker-Rank Tensor Completion JMLR 2023 Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation IJCAI 2023 Dual Meta-Learning with Longitudinally Consistent Regularization for One-Shot Brain Tissue Segmentation Across the Human Lifespan ICCV 2023 A Thorough Examination on Zero-shot Dense Retrieval EMNLP 2023 ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model With Knowledge-Enhanced Mixture-of-Denoising-Experts CVPR 2023 A Fine-grained Interpretability Evaluation Benchmark for Neural NLP CONLL 2022 DuReader-Retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine EMNLP 2022 DuQM: A Chinese Dataset of Linguistically Perturbed Natural Questions for Evaluating the Robustness of Question Matching Models EMNLP 2022 PLATO-Ad: A Unified Advertisement Text Generation Framework with Multi-Task Prompt Learning EMNLP 2022 Clip-Tuning: Towards Derivative-free Prompt Learning with a Mixture of Rewards EMNLP 2022 ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding EMNLP 2022 A Fine-grained Interpretability Evaluation Benchmark for Neural NLP EMNLP 2022 Where to Go for the Holidays: Towards Mixed-Type Dialogs for Clarification of User Goals ACL 2022 Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation NAACL 2022 Findings of the Third Workshop on Automatic Simultaneous Translation NAACL 2022 UNIMO-2: End-to-End Unified Vision-Language Grounded Learning ACL 2022 Is Discourse Role Important for Emotion Recognition in Conversation? AAAI 2022 PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation AACL 2022 Long Time No See! Open-Domain Conversation with Long-Term Persona Memory ACL 2022 DuReadervis: A Chinese Dataset for Open-domain Document Visual Question Answering ACL 2022 Learning Adaptive Segmentation Policy for End-to-End Simultaneous Translation ACL 2022 DuReader_robust: A Chinese Dataset Towards Evaluating Robustness and Generalization of Machine Reading Comprehension in Real-World Applications IJCNLP 2021 ERNIE-ViL: Knowledge Enhanced Vision-Language Representations through Scene Graphs AAAI 2021 Discovering Dialog Structure Graph for Coherent Dialog Generation ACL 2021 UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning ACL 2021 ERNIE-Doc: A Retrospective Long-Document Modeling Transformer ACL 2021 BASS: Boosting Abstractive Summarization with Unified Semantic Graph ACL 2021 DuReader_robust: A Chinese Dataset Towards Evaluating Robustness and Generalization of Machine Reading Comprehension in Real-World Applications ACL 2021 Link Prediction on N-ary Relational Facts: A Graph-based Approach ACL 2021 PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval ACL 2021 Correcting Chinese Spelling Errors with Phonetic Pre-training ACL 2021 PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning ACL 2021 ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora EMNLP 2021 RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking EMNLP 2021 SgSum:Transforming Multi-document Summarization into Sub-graph Selection EMNLP 2021 DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation EMNLP 2021 Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing EMNLP 2021 Mixup Decoding for Diverse Machine Translation EMNLP 2021 PLATO-KAG: Unsupervised Knowledge-Grounded Conversation via Joint Modeling EMNLP 2021 Discovering Dialog Structure Graph for Coherent Dialog Generation IJCNLP 2021 UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning IJCNLP 2021 ERNIE-Doc: A Retrospective Long-Document Modeling Transformer IJCNLP 2021 BASS: Boosting Abstractive Summarization with Unified Semantic Graph IJCNLP 2021 Link Prediction on N-ary Relational Facts: A Graph-based Approach IJCNLP 2021 PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval IJCNLP 2021 Correcting Chinese Spelling Errors with Phonetic Pre-training IJCNLP 2021 PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning IJCNLP 2021 ERNIE-Gram: Pre-Training with Explicitly N-Gram Masked Language Modeling for Natural Language Understanding NAACL 2021 RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering NAACL 2021 BSTC: A Large-Scale Chinese-English Speech Translation Dataset NAACL 2021 Findings of the Second Workshop on Automatic Simultaneous Translation NAACL 2021 Enhancing Dialog Coherence with Event Graph Grounded Content Planning IJCAI 2020 Learning Adaptive Segmentation Policy for Simultaneous Translation EMNLP 2020 Knowledge Graph Grounded Goal Planning for Open-Domain Conversation Generation AAAI 2020 Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding AAAI 2020 Towards Conversational Recommendation over Multi-Type Dialogs ACL 2020 PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable ACL 2020 DuSQL: A Large-Scale and Pragmatic Chinese Text-to-SQL Dataset EMNLP 2020 ERNIE 2.0: A Continual Pre-Training Framework for Language Understanding AAAI 2020 ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation IJCAI 2020 Conversational Graph Grounded Policy Learning for Open-Domain Conversation Generation ACL 2020 SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis ACL 2020 Leveraging Graph to Improve Abstractive Multi-Document Summarization ACL 2020 End-to-End Speech Translation with Knowledge Distillation INTERSPEECH 2019 Proactive Human-Machine Conversation with Explicit Conversation Goal ACL 2019 STACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency using Prefix-to-Prefix Framework ACL 2019 Joint Extraction of Entities and Overlapping Relations Using Position-Attentive Sequence Labeling AAAI 2019 Multi-agent Learning for Neural Machine Translation IJCNLP 2019 Baidu Neural Machine Translation Systems for WMT19 ACL 2019 Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented Graphs IJCNLP 2019 Multi-agent Learning for Neural Machine Translation EMNLP 2019 Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented Graphs EMNLP 2019 D-NET: A Pre-Training and Fine-Tuning Framework for Improving the Generalization of Machine Reading Comprehension EMNLP 2019 Modeling Coherence for Discourse Neural Machine Translation AAAI 2019 DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications ACL 2018 Improving Entity Recommendation with Search Log and Multi-Task Learning IJCAI 2018 Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification ACL 2018 Multi-task Attention-based Neural Networks for Implicit Discourse Relationship Representation and Identification EMNLP 2017 Learning to Explain Entity Relationships by Pairwise Ranking with Convolutional Neural Networks IJCAI 2017 Active Learning for Dependency Parsing with Partial Annotation ACL 2016 A Unified Architecture for Semantic Role Labeling and Relation Classification COLING 2016 Chinese Poetry Generation with Planning based Neural Network COLING 2016 A Universal Framework for Inductive Transfer Parsing across Multi-typed Treebanks COLING 2016 Generating Recommendation Evidence Using Translation Model IJCAI 2016 Cross-lingual Dependency Parsing Based on Distributed Representations IJCNLP 2015 Multi-Task Learning for Multiple Language Translation ACL 2015 Cross-lingual Dependency Parsing Based on Distributed Representations ACL 2015 Multi-Task Learning for Multiple Language Translation IJCNLP 2015 Learning Sense-specific Word Embeddings By Exploiting Bilingual Resources COLING 2014 Policy Learning for Domain Selection in an Extensible Multi-domain Spoken Dialogue System EMNLP 2014 Revisiting Embedding Features for Simple Semi-supervised Learning EMNLP 2014 Improve Statistical Machine Translation with Context-Sensitive Bilingual Semantic Embedding Model EMNLP 2014 Transformation from Discontinuous to Continuous Word Alignment Improves Translation Quality EMNLP 2014 Improving Pivot-Based Statistical Machine Translation by Pivoting the Co-occurrence Count of Phrase Pairs EMNLP 2014 Learning Semantic Hierarchies via Word Embeddings ACL 2014 Bootstrapping Large-scale Named Entities using URL-Text Hybrid Patterns IJCNLP 2013 Improving Pivot-Based Statistical Machine Translation Using Random Walk EMNLP 2013 A Hierarchical Semantics-Aware Distributional Similarity Scheme IJCNLP 2013 Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information ACL 2012 Improve SMT Quality with Automatically Extracted Paraphrase Rules ACL 2012 User Behaviors Lend a Helping Hand: Learning Paraphrase Query Patterns from Search Log Sessions COLING 2012 Enriching SMT Training Data via Paraphrasing IJCNLP 2011 Automatically Generating Questions from Queries for Community-based Question Answering IJCNLP 2011 Harvesting Related Entities with a Search Engine IJCNLP 2011 Reordering with Source Language Collocations ACL 2011 Proceedings of 5th International Joint Conference on Natural Language Processing IJCNLP 2011 Coling 2010: Paraphrases and Applications–Tutorial notes COLING 2010 Paraphrasing with Search Engine Query Logs COLING 2010 Paraphrases and Applications COLING 2010 Improving Statistical Machine Translation with Monolingual Collocation ACL 2010 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts ACL 2010 Leveraging Multiple MT Engines for Paraphrase Generation COLING 2010 Dependency Based Chinese Sentence Realization IJCNLP 2009 Revisiting Pivot Language Approach for Machine Translation ACL 2009 Dependency Based Chinese Sentence Realization ACL 2009 Exploiting Heterogeneous Treebanks for Parsing IJCNLP 2009 Revisiting Pivot Language Approach for Machine Translation IJCNLP 2009 Exploiting Heterogeneous Treebanks for Parsing ACL 2009 Collocation Extraction Using Monolingual Word Alignment Method EMNLP 2009 Pivot Approach for Extracting Paraphrase Patterns from Bilingual Corpora ACL 2008 Dependency-Based N-Gram Models for General Purpose Sentence Realisation COLING 2008 Prediction of Maximal Projection for Semantic Role Labeling COLING 2008 Domain Adaptation for Statistical Machine Translation with Domain Dictionary and Monolingual Corpora COLING 2008 Using RBMT Systems to Produce Bilingual Corpus for SMT CONLL 2007 Recovering Non-Local Dependencies for Chinese CONLL 2007 Pivot Language Approach for Phrase-Based Statistical Machine Translation ACL 2007 Using RBMT Systems to Produce Bilingual Corpus for SMT EMNLP 2007 Recovering Non-Local Dependencies for Chinese EMNLP 2007 Discriminative Pruning of Language Models for Chinese Word Segmentation ACL 2006 The Effect of Translation Quality in MT-Based Cross-Language Information Retrieval ACL 2006 An Equivalent Pseudoword Solution to Chinese Word Sense Disambiguation ACL 2006 An Equivalent Pseudoword Solution to Chinese Word Sense Disambiguation COLING 2006 The Effect of Translation Quality in MT-Based Cross-Language Information Retrieval COLING 2006 Discriminative Pruning of Language Models for Chinese Word Segmentation COLING 2006 Word Alignment for Languages with Scarce Resources Using Bilingual Corpora of Other Language Pairs COLING 2006 Boosting Statistical Word Alignment Using Labeled and Unlabeled Data COLING 2006 Boosting Statistical Word Alignment Using Labeled and Unlabeled Data ACL 2006 Word Alignment for Languages with Scarce Resources Using Bilingual Corpora of Other Language Pairs ACL 2006 Improving Statistical Word Alignment with Ensemble Methods IJCNLP 2005 Alignment Model Adaptation for Domain-Specific Word Alignment ACL 2005 Improving Statistical Word Alignment with a Rule-Based Machine Translation System COLING 2004 Improving Domain-Specific Word Alignment for Computer Assisted Translation ACL 2004