🧑‍🔬 Minlie Huang — all works

58 works · ← Minlie Huang

1. Attention-based LSTM for Aspect-level Sentiment ClassificationConference on Empirical Methods in Natural Language Processing (EMNLP)Yequan Wang, Minlie Huang, Xiaoyan Zhu, et al.2016 · 2,621 citations
2. PPT: Pre-trained Prompt Tuning for Few-shot LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Yuxian Gu, Xu Han, Zhiyuan Liu, et al.2022 · 471 citations
3. Towards Emotional Support Dialog SystemsAnnual Meeting of the Association for Computational Linguistics (ACL)Siyang Liu, Chujie Zheng, Orianna Demasi, et al.2021 · 392 citations
4. TransG : A Generative Model for Knowledge Graph Embedding ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetHan Xiao, Minlie Huang, Xiaoyan Zhu2016 · 387 citations
5. Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation SynergyarXiv:2305.15294Zhihong Shao, Yeyun Gong, Yelong Shen, et al.2023 · 383 citations
6. A Hierarchical Framework for Relation Extraction with Reinforcement Learning ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetRyuichi Takanobu et al.2019 · 272 citations
7. ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem SolvingarXiv:2309.17452Zhibin Gou, Zhihong Shao, Yeyun Gong, et al.2023 · 225 citations
8. CEM: Commonsense-aware Empathetic Response Generation ↗arXiv:2109.05739 · Proceedings of the AAAI Conference on Artificial Intelligence 2022 · no summary yetSahand Sabour, Chujie Zheng, Minlie Huang2021 · 224 citations
9. SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetHan Xiao et al.2017 · 190 citations
10. Linguistically Regularized LSTM for Sentiment Classification ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetQiao Qian et al.2017 · 187 citations
11. SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetPei Ke et al.2020 · 178 citations
12. COLD: A Benchmark for Chinese Offensive Language Detection ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetJiawen Deng et al.2022 · 151 citations
13. CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue DatasetTransactions of the Association for Computational Linguistics (TACL)Qi Zhu, Kaili Huang, Zheng Zhang, et al.2020 · 147 citations
14. Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetHaozhe Ji et al.2020 · 145 citations
15. MiniLLM: On-Policy Distillation of Large Language ModelsarXiv:2306.08543Yuxian Gu, Li Dong, Furu Wei, et al.2023 · 144 citations
16. KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetHao Zhou et al.2020 · 143 citations
17. Long and Diverse Text Generation with Planning-based Hierarchical Variational Model ↗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 yetZhihong Shao et al.2019 · 141 citations
18. SafetyBench: Evaluating the Safety of Large Language ModelsarXiv:2309.07045Zhexin Zhang, Leqi Lei, Lindong Wu, et al.2023 · 140 citations
19. ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Yujia Qin, Yankai Lin, Ryuichi Takanobu, et al.2021 · 139 citations
20. JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs ↗Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · no summary yetPei Ke et al.2021 · 132 citations
21. ConvLab: Multi-Domain End-to-End Dialog System Platform ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: System Demonstrations · no summary yetSungjin Lee et al.2019 · 126 citations
22. ChID: A Large-scale Chinese IDiom Dataset for Cloze TestAnnual Meeting of the Association for Computational Linguistics (ACL)Chujie Zheng, Minlie Huang, Aixin Sun2019 · 119 citations
23. Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog ↗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 yetRyuichi Takanobu, Hanlin Zhu, Minlie Huang2019 · 117 citations
24. PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support ↗Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · no summary yetHao Sun et al.2021 · 114 citations
25. Defending Large Language Models Against Jailbreaking Attacks Through Goal PrioritizationAnnual Meeting of the Association for Computational Linguistics (ACL)Zhexin Zhang, Junxiao Yang, Pei Ke, et al.2024 · 113 citations
26. ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations · no summary yetQi Zhu et al.2020 · 112 citations
27. Learning to Ask Questions in Open-domain Conversational Systems with Typed Decoders ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYansen Wang et al.2018 · 103 citations
28. On the Safety of Conversational Models: Taxonomy, Dataset, and BenchmarkFindings of the Association for Computational LinguisticsHao Sun, Guangxuan Xu, Jiawen Deng, et al.2022 · 102 citations
29. Generating Informative Responses with Controlled Sentence Function ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetPei Ke et al.2018 · 99 citations
30. CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response Generation ↗Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · no summary yetChujie Zheng et al.2021 · 98 citations
31. Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetJian Guan et al.2021 · 90 citations
32. Safety Assessment of Chinese Large Language Models ↗arXiv:2304.10436 · no summary yetHao Sun et al.2023 · 89 citations
33. EmoBench: Evaluating the Emotional Intelligence of Large Language Models ↗Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetSahand Sabour et al.2024 · 88 citations
34. On Prompt-Driven Safeguarding for Large Language Models ↗arXiv:2401.18018 · no summary yetChujie Zheng et al.2024 · 85 citations
35. MMConv: An Environment for Multimodal Conversational Search across Multiple Domains ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetLizi Liao et al.2021 · 84 citations
36. Continual Learning for Natural Language Generation in Task-oriented Dialog Systems ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetFei Mi et al.2020 · 83 citations
37. Black-Box Prompt Optimization: Aligning Large Language Models without Model TrainingAnnual Meeting of the Association for Computational Linguistics (ACL)Jiale Cheng, Xiao Liu, Kehan Zheng, et al.2024 · 72 citations
38. Unveiling the Implicit Toxicity in Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Jiaxin Wen, Pei Ke, Hao Sun, et al.2023 · 72 citations
39. CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model GenerationarXiv:2311.18702Pei Ke, Bosi Wen, Zhuoer Feng, et al.2023 · 69 citations
40. ToMBench: Benchmarking Theory of Mind in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Zhuang Chen, Jincenzi Wu, Jinfeng Zhou, et al.2024 · 62 citations
41. Instruction Pre-Training: Language Models are Supervised Multitask LearnersConference on Empirical Methods in Natural Language Processing (EMNLP)Daixuan Cheng, Yuxian Gu, Shaohan Huang, et al.2024 · 59 citations
42. Language Models Learn to Mislead Humans via RLHF ↗arXiv (Cornell University) · no summary yetJiaxin Wen et al.2024 · 33 citations
43. Robustness to Modification with Shared Words in Paraphrase Identification ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetZhouxing Shi, Minlie Huang2020 · 30 citations
44. Click: Controllable Text Generation with Sequence Likelihood Contrastive LearningFindings of the Association for Computational LinguisticsChujie Zheng, Pei Ke, Zheng Zhang, et al.2023 · 29 citations
45. NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer ↗Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · no summary yetFei Huang et al.2021 · 26 citations
46. Understanding the Dark Side of LLMs' Intrinsic Self-CorrectionAnnual Meeting of the Association for Computational Linguistics (ACL)Qingjie Zhang, Di Wang, Haoting Qian, et al.2025 · 21 citations
47. A Survey of Post-Training Scaling in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Hanyu Lai, Xiao Liu, Junjie Gao, et al.2025 · 18 citations
48. ChatGLM-RLHF: Practices of Aligning Large Language Models with Human FeedbackarXiv:2404.00934Zhenyu Hou, Yilin Niu, Zhengxiao Du, et al.2024 · 17 citations
49. StoryTrans: Non-Parallel Story Author-Style Transfer with Discourse Representations and Content Enhancing ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetXuekai Zhu et al.2023 · 13 citations
50. MiniPLM: Knowledge Distillation for Pre-Training Language ModelsarXiv:2410.17215Yuxian Gu, Hao Zhou, Fandong Meng, et al.2024 · 12 citations
51. Crisp: Cognitive Restructuring of Negative Thoughts through Multi-turn Supportive DialoguesConference on Empirical Methods in Natural Language Processing (EMNLP)Jinfeng Zhou, Yuxuan Chen, Jianing Yin, et al.2025 · 10 citations
52. How Should We Enhance the Safety of Large Reasoning Models: An Empirical StudyAnnual Meeting of the Association for Computational Linguistics (ACL)Zhexin Zhang, Xian Qi Loye, Victor Shea-Jay Huang, et al.2026 · 6 citations
53. RLJP: Legal Judgment Prediction via First-Order Logic Rule-enhanced with Large Language Models ↗arXiv:2505.21281 · no summary yetYue Zhang et al.2025 · 3 citations
54. IF-CRITIC: Towards a Fine-Grained LLM Critic for Instruction-Following EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL)Bosi Wen, Yilin Niu, Cunxiang Wang, et al.2026 · 1 citation
55. IF-RewardBench: Benchmarking Judge Models for Instruction-Following EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL)Bosi Wen, Yilin Niu, Cunxiang Wang, et al.2026 · 1 citation
56. S^4: Operationalizing Speech Act Theory for Strategic Semi-Structured Psychiatric Interview ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetGuanqun Bi et al.2026
57. LASA: Language-Agnostic Semantic Alignment at the Semantic Bottleneck for LLM Safety ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetJunxiao Yang et al.2026
58. Data Efficient RLVR via Off-Policy Influence Guidance ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetErle Zhu et al.2026

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/authors/minlie-huang/works/