🧑‍🔬 Haifeng Wang — all works

51 works · ← Haifeng Wang

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. 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
3. 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
4. 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
5. 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
6. Learning Semantic Hierarchies via Word EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL)Ruiji Fu, Jiang Guo, Bing Qin, et al.2014 · 327 citations
7. 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
8. 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
9. Pivot Language Approach for Phrase-Based Statistical Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Hua Wu, Haifeng Wang2007 · 296 citations
10. Cross-lingual Dependency Parsing Based on Distributed RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL)Jiang Guo, Wanxiang Che, David Yarowsky, et al.2015 · 269 citations
11. 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
12. 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
13. 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
14. 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
15. 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
16. 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
17. ERNIE-ViL: Knowledge Enhanced Vision-Language Representations Through Scene GrapharXiv:2006.16934Fei Yu, Jiji Tang, Weichong Yin, et al.2020 · 152 citations
18. 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
19. Multi-task Attention-based Neural Networks for Implicit Discourse Relationship Representation and IdentificationConference on Empirical Methods in Natural Language Processing (EMNLP)Man Lan, Jianxiang Wang, Yuanbin Wu, et al.2017 · 144 citations
20. A Representation Learning Framework for Multi-Source Transfer Parsing ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetJiang Hong Guo et al.2016 · 139 citations
21. 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
22. 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
23. 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
24. Pivot Approach for Extracting Paraphrase Patterns from Bilingual Corpora ↗Proceedings of ACL-08: HLT · no summary yetShiqi Zhao et al.2008 · 120 citations
25. 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
26. 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
27. 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
28. 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
29. Leveraging Multiple MT Engines for Paraphrase Generation ↗Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010) · no summary yetShiqi Zhao et al.2010 · 55 citations
30. Dependency Based Chinese Sentence Realization ↗Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP · no summary yetWei He et al.2009 · 36 citations
31. ERNIE-ViLG: Unified Generative Pre-training for Bidirectional Vision-Language GenerationarXiv:2112.15283Han Zhang, Weichong Yin, Yewei Fang, et al.2021 · 33 citations
32. 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
33. ERNIE-Doc: A Retrospective Long-Document Modeling TransformerarXiv:2012.15688Siyu Ding, Junyuan Shang, Shuohuan Wang, et al.2020 · 27 citations
34. Dependency-Based N-Gram Models for General Purpose Sentence Realisation ↗Proceedings of the 22nd International Conference on Computational Linguistics (Coling 2008) · no summary yetYuqing Guo, Josef van Genabith, Haifeng Wang2008 · 23 citations
35. 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
36. Paraphrasing with Search Engine Query Logs ↗Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010) · no summary yetShiqi Zhao, Haifeng Wang, Ting Liu2010 · 22 citations
37. The Effect of Translation Quality in MT-Based Cross-Language Information Retrieval ↗Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics · no summary yetJiang Zhu, Haifeng Wang2006 · 21 citations
38. 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
39. 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
40. Enriching SMT Training Data via Paraphrasing ↗Proceedings of 5th International Joint Conference on Natural Language Processing · no summary yetWei He et al.2011 · 11 citations
41. Paraphrases and Applications ↗Coling 2010: Paraphrases and Applications–Tutorial notes · no summary yetShiqi Zhao, Haifeng Wang2010 · 9 citations
42. ERNIE 5.0 Technical ReportarXiv:2602.04705Haifeng Wang, Hua Wu, Tian Wu, et al.2026 · 7 citations
43. 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
44. 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
45. User Behaviors Lend a Helping Hand: Learning Paraphrase Query Patterns from Search Log Sessions ↗Proceedings of COLING 2012 · no summary yetShiqi Zhao, Haifeng Wang, Ting Liu2012 · 2 citations
46. 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
47. 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
48. PEC-Home: Interpretation of Progressively Elliptical Commands in Smart HomesFindings of the Association for Computational LinguisticsYingyu Shan, Zeming Liu, Silin Li, et al.2026
49. RRAtention: Dynamic Block Sparse Attention via Per-Head Round-Robin Shifts for Long-Context InferenceAnnual Meeting of the Association for Computational Linguistics (ACL)Siran Liu, Guoxia Wang, Sa Wang, et al.2026
50. 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
51. Report on the first summer school on NLP and IR in Beijing ↗ACM SIGIR Forum · no summary yetKenneth Church et al.2012

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