Hua Wu

AttnPO: Attention-Guided Process Supervision for Efficient Reasoning ACL 2026 Reinforced Informativeness Optimization for Long-Form Retrieval-Augmented Generation ACL 2026 Distributional Clarity: The Hidden Driver of RL-Friendliness in Large Language Models ACL 2026 Uncertainty-Aware Routing for Principled Alignment with MoE Dynamics ACL 2026 BEE-RAG: Balanced Entropy Engineering for Retrieval-Augmented Generation AAAI 2026 AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment EMNLP 2025 BeamLoRA: Beam-Constraint Low-Rank Adaptation ACL 2025 HFT: Half Fine-Tuning for Large Language Models 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 Upcycling Instruction Tuning from Dense to Mixture-of-Experts via Parameter Merging ACL 2025 Mixture of Hidden-Dimensions: Not All Hidden-States’ Dimensions are Needed in Transformer ICML 2025 MA-RLHF: Reinforcement Learning from Human Feedback with Macro Actions ICLR 2025 Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation COLING 2025 Weights-Rotated Preference Optimization for Large Language Models EMNLP 2025 On Training Data Influence of GPT Models EMNLP 2024 An Empirical Study of Consistency Regularization for End-to-End Speech-to-Text Translation NAACL 2024 QDMR-based Planning-and-Solving Prompting for Complex Reasoning Tasks COLING 2024 NACL: A General and Effective KV Cache Eviction Framework for LLM at Inference Time ACL 2024 LEMON: Reviving Stronger and Smaller LMs from Larger LMs with Linear Parameter Fusion ACL 2024 Tool-Augmented Reward Modeling ICLR 2024 BASES: Large-scale Web Search User Simulation with Large Language Model based Agents EMNLP 2024 Autoregressive Pre-Training on Pixels and Texts EMNLP 2024 ERNIE-Music: Text-to-Waveform Music Generation with Diffusion Models IJCNLP 2023 Learning In-context Learning for Named Entity Recognition ACL 2023 Towards Zero-Shot Persona Dialogue Generation with In-Context Learning ACL 2023 ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for Programming Languages ACL 2023 Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency Regularization ACL 2023 SQLFlow: An Extensible Toolkit Integrating DB and AI JMLR 2023 TOME: A Two-stage Approach for Model-based Retrieval ACL 2023 Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation IJCAI 2023 A Thorough Examination on Zero-shot Dense Retrieval EMNLP 2023 IAEval: A Comprehensive Evaluation of Instance Attribution on Natural Language Understanding EMNLP 2023 Learning Multilingual Sentence Representations with Cross-lingual Consistency Regularization EMNLP 2023 IBADR: an Iterative Bias-Aware Dataset Refinement Framework for Debiasing NLU models EMNLP 2023 ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model With Knowledge-Enhanced Mixture-of-Denoising-Experts CVPR 2023 Universal Information Extraction as Unified Semantic Matching AAAI 2023 Query Enhanced Knowledge-Intensive Conversation via Unsupervised Joint Modeling ACL 2023 Towards Boosting the Open-Domain Chatbot with Human Feedback ACL 2023 Q-TOD: A Query-driven Task-oriented Dialogue System 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 FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness 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 Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation NAACL 2022 Non-Autoregressive Chinese ASR Error Correction with Phonological Training NAACL 2022 UNIMO-2: End-to-End Unified Vision-Language Grounded Learning ACL 2022 PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation AACL 2022 Findings of the Third Workshop on Automatic Simultaneous Translation NAACL 2022 Where to Go for the Holidays: Towards Mixed-Type Dialogs for Clarification of User Goals ACL 2022 PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation ACL 2022 Unified Structure Generation for Universal Information Extraction ACL 2022 Learning Adaptive Segmentation Policy for End-to-End Simultaneous Translation ACL 2022 DuReadervis: A Chinese Dataset for Open-domain Document Visual Question Answering ACL 2022 Syntax-guided Contrastive Learning for Pre-trained Language Model ACL 2022 DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training ACL 2022 DuReader-Retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine EMNLP 2022 CDConv: A Benchmark for Contradiction Detection in Chinese Conversations EMNLP 2022 Long Time No See! Open-Domain Conversation with Long-Term Persona Memory ACL 2022 A Fine-grained Interpretability Evaluation Benchmark for Neural NLP CONLL 2022 Fine-grained Entity Typing via Label Reasoning EMNLP 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 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 Learning with Noisy Correspondence for Cross-modal Matching NIPS 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 Amendable Generation for Dialogue State Tracking EMNLP 2021 PLATO-KAG: Unsupervised Knowledge-Grounded Conversation via Joint Modeling EMNLP 2021 Weakly Supervised Dense Video Captioning via Jointly Usage of Knowledge Distillation and Cross-modal Matching IJCAI 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 DuReader_robust: A Chinese Dataset Towards Evaluating Robustness and Generalization of Machine Reading Comprehension in Real-World Applications 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 ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation IJCAI 2020 Enhancing Dialog Coherence with Event Graph Grounded Content Planning IJCAI 2020 Learning Adaptive Segmentation Policy for Simultaneous Translation EMNLP 2020 DuSQL: A Large-Scale and Pragmatic Chinese Text-to-SQL Dataset EMNLP 2020 Diversified Multiple Instance Learning for Document-Level Multi-Aspect Sentiment Classification EMNLP 2020 Syntactic and Semantic-driven Learning for Open Information Extraction EMNLP 2020 PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable ACL 2020 Towards Conversational Recommendation over Multi-Type Dialogs ACL 2020 Conversational Graph Grounded Policy Learning for Open-Domain Conversation Generation ACL 2020 Knowledge Graph Grounded Goal Planning for Open-Domain Conversation Generation AAAI 2020 SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis ACL 2020 Leveraging Graph to Improve Abstractive Multi-Document Summarization ACL 2020 Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer ACL 2020 Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding AAAI 2020 ERNIE 2.0: A Continual Pre-Training Framework for Language Understanding AAAI 2020 Enhancing Local Feature Extraction with Global Representation for Neural Text Classification IJCNLP 2019 End-to-End Speech Translation with Knowledge Distillation INTERSPEECH 2019 Multi-agent Learning for Neural Machine Translation IJCNLP 2019 Baidu Neural Machine Translation Systems for WMT19 ACL 2019 Know More about Each Other: Evolving Dialogue Strategy via Compound Assessment ACL 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 Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehension ACL 2019 ARNOR: Attention Regularization based Noise Reduction for Distant Supervision Relation Classification ACL 2019 Enhancing Local Feature Extraction with Global Representation for Neural Text Classification EMNLP 2019 Multi-agent Learning for Neural Machine Translation EMNLP 2019 Addressing the Under-Translation Problem from the Entropy Perspective AAAI 2019 Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented Graphs EMNLP 2019 Modeling Coherence for Discourse Neural Machine Translation AAAI 2019 Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented Graphs IJCNLP 2019 D-NET: A Pre-Training and Fine-Tuning Framework for Improving the Generalization of Machine Reading Comprehension EMNLP 2019 Generating Multiple Diverse Responses with Multi-Mapping and Posterior Mapping Selection IJCAI 2019 Learning to Select Knowledge for Response Generation in Dialog Systems IJCAI 2019 Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification ACL 2018 A New Method of Region Embedding for Text Classification ICLR 2018 Addressing Troublesome Words in Neural Machine Translation EMNLP 2018 Multi-Turn Response Selection for Chatbots with Deep Attention Matching Network ACL 2018 DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications ACL 2018 An End-to-End Model for Question Answering over Knowledge Base with Cross-Attention Combining Global Knowledge ACL 2017 Multi-view Response Selection for Human-Computer Conversation EMNLP 2016 Semi-Supervised Learning for Neural Machine Translation ACL 2016 Minimum Risk Training for Neural Machine Translation ACL 2016 Active Learning for Dependency Parsing with Partial Annotation ACL 2016 Agreement-Based Joint Training for Bidirectional Attention-Based Neural Machine Translation IJCAI 2016 Chinese Poetry Generation with Planning based Neural Network COLING 2016 Latent Topic Embedding COLING 2016 Multi-Task Learning for Multiple Language Translation ACL 2015 Multi-Task Learning for Multiple Language Translation IJCNLP 2015 Policy Learning for Domain Selection in an Extensible Multi-domain Spoken Dialogue System EMNLP 2014 Improving Pivot-Based Statistical Machine Translation by Pivoting the Co-occurrence Count of Phrase Pairs EMNLP 2014 Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ACL 2014 Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) ACL 2014 Transformation from Discontinuous to Continuous Word Alignment Improves Translation Quality EMNLP 2014 Improve Statistical Machine Translation with Context-Sensitive Bilingual Semantic Embedding Model EMNLP 2014 Improving Pivot-Based Statistical Machine Translation Using Random Walk EMNLP 2013 Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information ACL 2012 Improve SMT Quality with Automatically Extracted Paraphrase Rules ACL 2012 Reordering with Source Language Collocations ACL 2011 Improving Statistical Machine Translation with Monolingual Collocation ACL 2010 Exploiting Heterogeneous Treebanks for Parsing ACL 2009 Exploiting Heterogeneous Treebanks for Parsing IJCNLP 2009 Revisiting Pivot Language Approach for Machine Translation IJCNLP 2009 Collocation Extraction Using Monolingual Word Alignment Method EMNLP 2009 Revisiting Pivot Language Approach for Machine Translation ACL 2009 Domain Adaptation for Statistical Machine Translation with Domain Dictionary and Monolingual Corpora COLING 2008 Using RBMT Systems to Produce Bilingual Corpus for SMT EMNLP 2007 Pivot Language Approach for Phrase-Based Statistical Machine Translation ACL 2007 Using RBMT Systems to Produce Bilingual Corpus for SMT CONLL 2007 Word Alignment for Languages with Scarce Resources Using Bilingual Corpora of Other Language Pairs ACL 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 ACL 2006 Boosting Statistical Word Alignment Using Labeled and Unlabeled Data COLING 2006 Alignment Model Adaptation for Domain-Specific Word Alignment ACL 2005 Improving Statistical Word Alignment with Ensemble Methods IJCNLP 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 Synonymous Collocation Extraction Using Translation Information ACL 2003 Chinese Generation in a Spoken Dialogue Translation System COLING 2000