🧑‍🔬 Hua Ren Wu — all works

49 works · ← Hua Ren Wu

1. ERNIE 2.0: A Continual Pre-training Framework for Language UnderstandingProceedings of the AAAI Conference on Artificial IntelligenceYu Sun, Shuohuan Wang, Yukun Li, et al.2019 · 995 citations
2. ERNIE: Enhanced Representation through Knowledge IntegrationarXiv:1904.09223Yu Sun, Shuohuan Wang, Yukun Li, et al.2019 · 962 citations
3. Multi-Task Learning for Multiple Language TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Daxiang Dong, Hua Wu, Wei He, et al.2015 · 796 citations
4. Unified Structure Generation for Universal Information Extraction ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYaojie Lu et al.2022 · 613 citations
5. RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question AnsweringConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yingqi Qu, Yuchen Ding, Jing Liu, et al.2021 · 603 citations
6. Minimum Risk Training for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Shiqi Shen, Yong Cheng, Zhongjun He, et al.2015 · 583 citations
7. An End-to-End Model for Question Answering over Knowledge Base with Cross-Attention Combining Global Knowledge ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYanchao Hao et al.2017 · 418 citations
8. Multi-Turn Response Selection for Chatbots with Deep Attention Matching NetworkAnnual Meeting of the Association for Computational Linguistics (ACL)Xiangyang Zhou, Lu Li, Daxiang Dong, et al.2018 · 410 citations
9. STACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency using Prefix-to-Prefix FrameworkAnnual Meeting of the Association for Computational Linguistics (ACL)Mingbo Ma, Liang Huang, Hao Xiong, et al.2019 · 350 citations
10. SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL)Hao Tian, Can Gao, Xinyan Xiao, et al.2020 · 333 citations
11. PLATO: Pre-trained Dialogue Generation Model with Discrete Latent VariableAnnual Meeting of the Association for Computational Linguistics (ACL)Siqi Bao, Huang He, Fan Wang, et al.2020 · 323 citations
12. UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Wei Li, Can Gao, Guocheng Niu, et al.2021 · 308 citations
13. Pivot Language Approach for Phrase-Based Statistical Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Hua Wu, Haifeng Wang2007 · 296 citations
14. Multi-view Response Selection for Human-Computer Conversation ↗Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yetXiangyang Zhou et al.2016 · 273 citations
15. Learning to Select Knowledge for Response Generation in Dialog Systems ↗International Joint Conference on Artificial Intelligence · no summary yetRongzhong Lian et al.2019 · 261 citations
16. RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-rankingConference on Empirical Methods in Natural Language Processing (EMNLP)Ruiyang Ren, Yingqi Qu, Jing Liu, et al.2021 · 256 citations
17. ERNIE-ViL: Knowledge Enhanced Vision-Language Representations through Scene Graphs ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetFei Richard Yu et al.2021 · 252 citations
18. Towards Conversational Recommendation over Multi-Type DialogsAnnual Meeting of the Association for Computational Linguistics (ACL)Zeming Liu, Haifeng Wang, Zheng-Yu Niu, et al.2020 · 230 citations
19. Proactive Human-Machine Conversation with Explicit Conversation GoalAnnual Meeting of the Association for Computational Linguistics (ACL)Wenquan Wu, Zhen Guo, Xiangyang Zhou, et al.2019 · 206 citations
20. Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehension ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetAn Yang et al.2019 · 195 citations
21. DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world ApplicationsarXiv:1711.05073Wei He, Kai Liu, Jing Liu, et al.2017 · 170 citations
22. Leveraging Graph to Improve Abstractive Multi-Document Summarization ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetWei Li et al.2020 · 168 citations
23. Semi-Supervised Learning for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Yong Cheng, Wei Xu, Zhongjun He, et al.2016 · 168 citations
24. ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language GenerationInternational Joint Conference on Artificial IntelligenceDongling Xiao, Han Zhang, Yukun Li, et al.2020 · 163 citations
25. ERNIE-ViL: Knowledge Enhanced Vision-Language Representations Through Scene GrapharXiv:2006.16934Fei Yu, Jiji Tang, Weichong Yin, et al.2020 · 152 citations
26. PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum LearningFindings of the Association for Computational LinguisticsSiqi Bao, Huang He, Fan Wang, et al.2021 · 145 citations
27. Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented Graphs ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetZhibin Liu et al.2019 · 129 citations
28. ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual CorporaConference on Empirical Methods in Natural Language Processing (EMNLP)Xuan Ouyang, Shuohuan Wang, Chao Pang, et al.2020 · 128 citations
29. Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYizhong Wang et al.2018 · 124 citations
30. Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval AugmentationInternational Conference on Computational Linguistics (COLING)Ruiyang Ren, Yuhao Wang, Yingqi Qu, et al.2025 · 101 citations
31. Correcting Chinese Spelling Errors with Phonetic Pre-training ↗Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · no summary yetRuiqing Zhang et al.2021 · 91 citations
32. Knowledge Graph Grounded Goal Planning for Open-Domain Conversation Generation ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetJun Xu et al.2020 · 78 citations
33. DuSQL: A Large-Scale and Pragmatic Chinese Text-to-SQL DatasetConference on Empirical Methods in Natural Language Processing (EMNLP)Lijie Wang, Ao Zhang, Kun Wu, et al.2020 · 64 citations
34. Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetChulun Zhou et al.2020 · 52 citations
35. ERNIE-ViLG: Unified Generative Pre-training for Bidirectional Vision-Language GenerationarXiv:2112.15283Han Zhang, Weichong Yin, Yewei Fang, et al.2021 · 33 citations
36. ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for Programming LanguagesarXiv:2212.06742Yekun Chai, Shuohuan Wang, Chao Pang, et al.2022 · 32 citations
37. DuReader_retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search EngineConference on Empirical Methods in Natural Language Processing (EMNLP)Yifu Qiu, Hongyu Li, Yingqi Qu, et al.2022 · 27 citations
38. ERNIE-Doc: A Retrospective Long-Document Modeling TransformerarXiv:2012.15688Siyu Ding, Junyuan Shang, Shuohuan Wang, et al.2020 · 27 citations
39. ERNIE-Gram: Pre-Training with Explicitly N-Gram Masked Language Modeling for Natural Language UnderstandingarXiv:2010.12148Dongling Xiao, Yu-Kun Li, Han Zhang, et al.2020 · 22 citations
40. AttnPO: Attention-Guided Process Supervision for Efficient ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Shuaiyi Nie, Dingsiyu, Wenyuan Zhang, et al.2026 · 18 citations
41. Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal ThinkingAnnual Meeting of the Association for Computational Linguistics (ACL)Yilong Chen, Junyuan Shang, Zhenyu Zhang, et al.2025 · 16 citations
42. Improving Statistical Word Alignment with a Rule-Based Machine Translation System ↗COLING 2004: Proceedings of the 20th International Conference on Computational Linguistics · no summary yetHua Wu, Haifeng Wang2004 · 16 citations
43. DuReader_robust: A Chinese Dataset Towards Evaluating Robustness and Generalization of Machine Reading Comprehension in Real-World ApplicationsarXiv:2004.11142Hongxuan Tang, Hongyu Li, Jing Liu, et al.2020 · 13 citations
44. ERNIE 5.0 Technical ReportarXiv:2602.04705Haifeng Wang, Hua Wu, Tian Wu, et al.2026 · 7 citations
45. BeamLoRA: Beam-Constraint Low-Rank AdaptationAnnual Meeting of the Association for Computational Linguistics (ACL)Naibin Gu, Zhenyu Zhang, Xiyu Liu, et al.2025 · 6 citations
46. Reinforced Informativeness Optimization for Long-Form Retrieval-Augmented GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Yuhao Wang, Ruiyang Ren, Yucheng Wang, et al.2026 · 2 citations
47. Improve SMT Quality with Automatically Extracted Paraphrase Rules ↗Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetWei He et al.2012 · 1 citation
48. Distributional Clarity: The Hidden Driver of RL-Friendliness in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Shaoning Sun, Mingzhu Cai, Huang He, et al.2026
49. Transformation from Discontinuous to Continuous Word Alignment Improves Translation Quality ↗Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetZhongjun He et al.2014

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