← Authors

Hua Wu

168 papers · 2000–2026 · 15 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (15) πŸƒ Academic Marathon (25) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (11) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (9) πŸ—ΊοΈ Taxonomy Completionist (19) 🧭 Keyword Pioneer 🏠 Conference Loyalist (65) 🌟 Keyword Trendsetter Combo (6) 🀝 Dynamic Duo (112) 🧬 Topic Evolution πŸ† Grand Slam πŸ”¬ Deep Specialist (19) πŸ† Keyword Champion πŸ”₯ Unstoppable (23) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer ⚑ Prolific Year (18) πŸ’Ž Century Club (167) πŸ—ƒοΈ Keyword Collector (52)

Conferences

ACL (65) EMNLP (44) IJCNLP (16) COLING (9) AAAI (8) NAACL (8) IJCAI (7) ICLR (3) CONLL (2) AACL (1) CVPR (1) ICML (1) INTERSPEECH (1) JMLR (1) NIPS (1)

Top co-authors

Haifeng Wang (113) Zhongjun He (29) Yu Sun (26) Xinyan Xiao (26) Shuohuan Wang (21) Jing Liu (19) Hao Tian (16) Zheng-Yu Niu (16) Fan Wang (12) Jiachen Liu (11)

Research topics

Understanding (1) Linguistics (1)

Keywords

dialogue system (12) neural machine translation (9) pre-trained language model (9) large language model (9) neural network (8) knowledge distillation (7) machine reading comprehension (7) dialogue generation (6) attention mechanism (6) language model (6) question answering (6) response generation (6) simultaneous translation (6) transfer learning (6) reinforcement learning (6) knowledge graph (5) graph neural network (5) machine translation (5) text generation (5) information retrieval (5)

Papers

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
MA-RLHF: Reinforcement Learning from Human Feedback with Macro Actions ICLR 2025
Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking ACL 2025
Curiosity-Driven Reinforcement Learning from Human Feedback ACL 2025
Upcycling Instruction Tuning from Dense to Mixture-of-Experts via Parameter Merging ACL 2025
HFT: Half Fine-Tuning for Large Language Models ACL 2025
BeamLoRA: Beam-Constraint Low-Rank Adaptation ACL 2025
Weights-Rotated Preference Optimization for Large Language Models EMNLP 2025
AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment EMNLP 2025
Mixture of Hidden-Dimensions: Not All Hidden-States’ Dimensions are Needed in Transformer ICML 2025
QDMR-based Planning-and-Solving Prompting for Complex Reasoning Tasks COLING 2024
Tool-Augmented Reward Modeling ICLR 2024
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
On Training Data Influence of GPT Models EMNLP 2024
Autoregressive Pre-Training on Pixels and Texts EMNLP 2024
LEMON: Reviving Stronger and Smaller LMs from Larger LMs with Linear Parameter Fusion ACL 2024
NACL: A General and Effective KV Cache Eviction Framework for LLM at Inference Time ACL 2024
TOME: A Two-stage Approach for Model-based Retrieval ACL 2023
Query Enhanced Knowledge-Intensive Conversation via Unsupervised Joint Modeling ACL 2023
SQLFlow: An Extensible Toolkit Integrating DB and AI JMLR 2023
ERNIE-Music: Text-to-Waveform Music Generation with Diffusion Models IJCNLP 2023
Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation IJCAI 2023
Universal Information Extraction as Unified Semantic Matching AAAI 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
Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency Regularization ACL 2023
ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for Programming Languages ACL 2023
Towards Zero-Shot Persona Dialogue Generation with In-Context Learning ACL 2023
Learning In-context Learning for Named Entity Recognition ACL 2023
Towards Boosting the Open-Domain Chatbot with Human Feedback ACL 2023
A Fine-grained Interpretability Evaluation Benchmark for Neural NLP CONLL 2022
PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation AACL 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
Long Time No See! Open-Domain Conversation with Long-Term Persona Memory ACL 2022
UNIMO-2: End-to-End Unified Vision-Language Grounded Learning ACL 2022
CDConv: A Benchmark for Contradiction Detection in Chinese Conversations EMNLP 2022
DuReader-Retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine EMNLP 2022
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
Findings of the Third Workshop on Automatic Simultaneous Translation NAACL 2022
Correcting Chinese Spelling Errors with Phonetic Pre-training IJCNLP 2021
PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning IJCNLP 2021
Learning with Noisy Correspondence for Cross-modal Matching NIPS 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
Fine-grained Entity Typing via Label Reasoning 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
Amendable Generation for Dialogue State Tracking EMNLP 2021
PLATO-KAG: Unsupervised Knowledge-Grounded Conversation via Joint Modeling EMNLP 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-ViL: Knowledge Enhanced Vision-Language Representations through Scene Graphs AAAI 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 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
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
SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis ACL 2020
Conversational Graph Grounded Policy Learning for Open-Domain Conversation Generation ACL 2020
Towards Conversational Recommendation over Multi-Type Dialogs ACL 2020
Enhancing Dialog Coherence with Event Graph Grounded Content Planning IJCAI 2020
ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation IJCAI 2020
Leveraging Graph to Improve Abstractive Multi-Document Summarization ACL 2020
PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable ACL 2020
ERNIE 2.0: A Continual Pre-Training Framework for Language Understanding AAAI 2020
Learning Adaptive Segmentation Policy for Simultaneous Translation EMNLP 2020
Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding AAAI 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
Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer ACL 2020
Knowledge Graph Grounded Goal Planning for Open-Domain Conversation Generation AAAI 2020
Generating Multiple Diverse Responses with Multi-Mapping and Posterior Mapping Selection IJCAI 2019
Enhancing Local Feature Extraction with Global Representation for Neural Text Classification EMNLP 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
Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented Graphs IJCNLP 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 IJCNLP 2019
Multi-agent Learning for Neural Machine Translation IJCNLP 2019
End-to-End Speech Translation with Knowledge Distillation INTERSPEECH 2019
Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehension ACL 2019
STACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency using Prefix-to-Prefix Framework ACL 2019
Proactive Human-Machine Conversation with Explicit Conversation Goal ACL 2019
Know More about Each Other: Evolving Dialogue Strategy via Compound Assessment ACL 2019
Baidu Neural Machine Translation Systems for WMT19 ACL 2019
Learning to Select Knowledge for Response Generation in Dialog Systems IJCAI 2019
Addressing the Under-Translation Problem from the Entropy Perspective AAAI 2019
Modeling Coherence for Discourse Neural Machine Translation AAAI 2019
Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification ACL 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
Addressing Troublesome Words in Neural Machine Translation EMNLP 2018
A New Method of Region Embedding for Text Classification ICLR 2018
An End-to-End Model for Question Answering over Knowledge Base with Cross-Attention Combining Global Knowledge ACL 2017
Minimum Risk Training for Neural Machine Translation ACL 2016
Multi-view Response Selection for Human-Computer Conversation EMNLP 2016
Agreement-Based Joint Training for Bidirectional Attention-Based Neural Machine Translation IJCAI 2016
Semi-Supervised Learning for Neural Machine Translation ACL 2016
Active Learning for Dependency Parsing with Partial Annotation ACL 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
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ACL 2014
Policy Learning for Domain Selection in an Extensible Multi-domain Spoken Dialogue System EMNLP 2014
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) ACL 2014
Improving Pivot-Based Statistical Machine Translation by Pivoting the Co-occurrence Count of Phrase Pairs 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 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
Revisiting Pivot Language Approach for Machine Translation ACL 2009
Exploiting Heterogeneous Treebanks for Parsing IJCNLP 2009
Exploiting Heterogeneous Treebanks for Parsing ACL 2009
Collocation Extraction Using Monolingual Word Alignment Method EMNLP 2009
Revisiting Pivot Language Approach for Machine Translation IJCNLP 2009
Domain Adaptation for Statistical Machine Translation with Domain Dictionary and Monolingual Corpora COLING 2008
Pivot Language Approach for Phrase-Based Statistical Machine Translation ACL 2007
Using RBMT Systems to Produce Bilingual Corpus for SMT CONLL 2007
Using RBMT Systems to Produce Bilingual Corpus for SMT EMNLP 2007
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 COLING 2006
Boosting Statistical Word Alignment Using Labeled and Unlabeled Data COLING 2006
Word Alignment for Languages with Scarce Resources Using Bilingual Corpora of Other Language Pairs ACL 2006
Alignment Model Adaptation for Domain-Specific Word Alignment ACL 2005
Improving Statistical Word Alignment with Ensemble Methods IJCNLP 2005
Improving Domain-Specific Word Alignment for Computer Assisted Translation ACL 2004
Improving Statistical Word Alignment with a Rule-Based Machine Translation System COLING 2004
Synonymous Collocation Extraction Using Translation Information ACL 2003
Chinese Generation in a Spoken Dialogue Translation System COLING 2000