🧑‍🔬 Yang Liu — all works

80 works · ← Yang Liu

1. Text Summarization with Pretrained EncodersConference on Empirical Methods in Natural Language Processing (EMNLP)Yang Liu, Mirella Lapata2019 · 2,095 citations
2. G-Eval: NLG Evaluation using Gpt-4 with Better Human AlignmentConference on Empirical Methods in Natural Language Processing (EMNLP)Yang Liu, Dan Iter, Yichong Xu, et al.2023 · 2,000 citations
3. Modeling Coverage for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Zhaopeng Tu, Zhengdong Lu, Yang Liu, et al.2016 · 939 citations
4. 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
5. Hierarchical Transformers for Multi-Document SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Yang Liu, Mirella Lapata2019 · 468 citations
6. Tree-to-String Alignment Template for Statistical Machine TranslationYang Liu, Qun Liu, Shouxun LinMachine translation · 454 citations
7. QMSum: A New Benchmark for Query-based Multi-domain Meeting SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ming Zhong, Da Yin, Tao Yu, et al.2021 · 404 citations
8. Improving the Transformer Translation Model with Document-Level ContextConference on Empirical Methods in Natural Language Processing (EMNLP)Jiacheng Zhang, Huanbo Luan, Maosong Sun, et al.2018 · 369 citations
9. Adversarial Training for Unsupervised Bilingual Lexicon InductionAnnual Meeting of the Association for Computational Linguistics (ACL)Meng Zhang, Yang Liu, Huanbo Luan, et al.2017 · 362 citations
10. DialogSum: A Real-Life Scenario Dialogue Summarization DatasetFindings of the Association for Computational LinguisticsYulong Chen, Yang Liu, Liang Chen, et al.2021 · 301 citations
11. Want To Reduce Labeling Cost? GPT-3 Can HelpFindings of the Association for Computational LinguisticsShuohang Wang, Yang Liu, Yichong Xu, et al.2021 · 300 citations
12. Jailbreaking ChatGPT via Prompt Engineering: An Empirical StudyarXiv:2305.13860Yi Liu, Gelei Deng, Zhengzi Xu, et al.2023 · 271 citations
13. Towards Robust Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Yong Cheng, Zhaopeng Tu, Fandong Meng, et al.2018 · 238 citations
14. Prompt Injection attack against LLM-integrated ApplicationsarXiv:2306.05499Yi Liu; Gelei Deng; Yuekang Li; Kailong Wang; Zihao Wang; Xiaofeng Wang; Tianwei Zhang; Yepang Liu; Haoyu Wang; Yan Zheng; Leo Yu Zhang;, Yang Liu2023 · 208 citations
15. Towards a Unified Multi-Dimensional Evaluator for Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Ming Zhong, Yang Liu, Da Yin, et al.2022 · 208 citations
16. Learning to Predict Code-Switching PointsConference on Empirical Methods in Natural Language Processing (EMNLP)Thamar Solorio, Yang Liu2008 · 208 citations
17. Learning Structured Text RepresentationsTransactions of the Association for Computational Linguistics (TACL)Yang Liu, Mirella Lapata2018 · 203 citations
18. Part-of-Speech Tagging for English-Spanish Code-Switched TextConference on Empirical Methods in Natural Language Processing (EMNLP)Thamar Solorio, Yang Liu2008 · 192 citations
19. MediaSum: A Large-scale Media Interview Dataset for Dialogue SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Chenguang Zhu, Yang Liu, Jie Mei, et al.2021 · 181 citations
20. Large Language Model UnlearningConference on Neural Information Processing Systems (NeurIPS)Yuanshun Yao, Xiaojun Xu, Yang Liu2023 · 174 citations
21. OpenChat: Advancing Open-source Language Models with Mixed-Quality DataarXiv:2309.11235Guan Wang, Sijie Cheng, Xianyuan Zhan, et al.2023 · 174 citations
22. 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
23. Implicit Discourse Relation Classification via Multi-Task Neural NetworksProceedings of the AAAI Conference on Artificial IntelligenceYang Liu, Sujian Li, Xiaodong Zhang, et al.2016 · 162 citations
24. Context Gates for Neural Machine TranslationTransactions of the Association for Computational Linguistics (TACL)Zhaopeng Tu, Yang Liu, Zhengdong Lu, et al.2017 · 154 citations
25. Using Context Information for Dialog Act Classification in DNN FrameworkConference on Empirical Methods in Natural Language Processing (EMNLP)Yang Liu, Kun Han, Zhao Tan, et al.2017 · 143 citations
26. Self-Knowledge Guided Retrieval Augmentation for Large Language ModelsFindings of the Association for Computational LinguisticsYile Wang, Peng Li, Maosong Sun, et al.2023 · 135 citations
27. Recognizing Implicit Discourse Relations via Repeated Reading: Neural Networks with Multi-Level AttentionConference on Empirical Methods in Natural Language Processing (EMNLP)Yang Liu, Sujian Li2016 · 128 citations
28. Skywork-Reward: Bag of Tricks for Reward Modeling in LLMsarXiv:2410.18451Chris Yuhao Liu, Liang Zeng, Jiacai Liu, et al.2024 · 112 citations
29. Exploring Large Language Models for Communication Games: An Empirical Study on WerewolfarXiv:2309.04658Yuzhuang Xu, Shuo Wang, Peng Li, et al.2023 · 97 citations
30. PLACES: Prompting Language Models for Social Conversation SynthesisFindings of the Association for Computational LinguisticsMaximillian Chen, Alexandros Papangelis, Chenyang Tao, et al.2023 · 90 citations
31. Inference-Time Scaling for Generalist Reward ModelingarXiv:2504.02495Zijun Liu, Peiyi Wang, Runxin Xu, et al.2025 · 65 citations
32. Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language ModelingarXiv:2406.07522Liliang Ren, Yang Liu, Yadong Lu, et al.2024 · 59 citations
33. Skywork-Reward-V2: Scaling Preference Data Curation via Human-AI SynergyarXiv:2507.01352Chris Yuhao Liu, Liang Zeng, Yuzhen Xiao, et al.2025 · 48 citations
34. Learning Contextually Informed Representations for Linear-Time Discourse ParsingConference on Empirical Methods in Natural Language Processing (EMNLP)Yang Liu, Mirella Lapata2017 · 44 citations
35. MACSum: Controllable Summarization with Mixed AttributesTransactions of the Association for Computational Linguistics (TACL)Yusen Zhang, Yang Liu, Ziyi Yang, et al.2023 · 37 citations
36. Vision-Language Models Can Self-Improve Reasoning via ReflectionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Kanzhi Cheng, Li YanTao, Fangzhi Xu, et al.2025 · 35 citations
37. Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL)Yuanchi Zhang, Yile Wang, Zijun Liu, et al.2024 · 30 citations
38. InftyThink: Breaking the Length Limits of Long-Context Reasoning in Large Language ModelsarXiv:2503.06692Yuchen Yan, Yongliang Shen, Yang Liu, et al.2025 · 29 citations
39. A Discourse Signal Annotation System for RST TreesLuke Gessler, Yang Liu, Amir ZeldesEnglish · 18 citations
40. GumDrop at the DISRPT2019 Shared Task: A Model Stacking Approach to Discourse Unit Segmentation and Connective DetectionYue Yu, Yilun Zhu, Yang Liu, et al.English · 18 citations
41. AMALGUM – A Free, Balanced, Multilayer English Web CorpusLuke Gessler, Siyao Peng, Yang Liu, et al.English · 16 citations
42. Beyond The Wall Street Journal: Anchoring and Comparing Discourse Signals across GenresYang LiuEnglish · 16 citations
43. Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large Language Models — The Story Goes OnarXiv:2407.08348Liang Zeng, Liangjun Zhong, Liang Zhao, et al.2024 · 14 citations
44. Understanding Chain-of-Thought in LLMs through Information TheoryarXiv:2411.11984Jean-Francois Ton, Muhammad Faaiz Taufiq, Yang Liu2024 · 14 citations
45. FinanceReasoning: Benchmarking Financial Numerical Reasoning More Credible, Comprehensive and ChallengingAnnual Meeting of the Association for Computational Linguistics (ACL)Zichen Tang, Haihong E, Ziyan Ma, et al.2025 · 13 citations
46. Evaluating LLMs' Divergent Thinking Capabilities for Scientific Idea Generation with Minimal ContextarXiv:2412.17596Kai Ruan, Xuan Wang, Jixiang Hong, et al.2024 · 13 citations
47. PHAnToM: Persona-based Prompting Has An Effect on Theory-of-Mind Reasoning in Large Language ModelsarXiv:2403.02246Fiona Anting Tan, Gerard Christopher Yeo, Kokil Jaidka, et al.2024 · 13 citations
48. Scaffolding Coordinates to Promote Vision-Language Coordination in Large Multi-Modal ModelsInternational Conference on Computational Linguistics (COLING)Xuanyu Lei, Zonghan Yang, Xinrui Chen, et al.2025 · 11 citations
49. Skywork R1V2: Multimodal Hybrid Reinforcement Learning for ReasoningarXiv:2504.16656Peiyu Wang, Yichen Wei, Yi Peng, et al.2025 · 10 citations
50. SPPO: Sequence-Level PPO for Long-Horizon Reasoning TasksAnnual Meeting of the Association for Computational Linguistics (ACL)Tianyi Wang, Yixia Li, Long Li, et al.2026 · 8 citations
51. LogicPro: Improving Complex Logical Reasoning via Program-Guided LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Jin Jiang, Yuchen Yan, Yang Liu, et al.2025 · 8 citations
52. CORBA: Contagious Recursive Blocking Attacks on Multi-Agent Systems Based on Large Language ModelsFindings of the Association for Computational LinguisticsZhenhong Zhou, Zherui Li, Jie Zhang, et al.2026 · 7 citations
53. A Neural Approach to Discourse Relation Signal DetectionDialogue & DiscourseAmir Zeldes, Yang Liu2020 · 7 citations
54. Measuring Language Development in Early Childhood Education: A Case Study of Grammar Checking in Child Language TranscriptsWorkshop on Innovative Use of NLP for Building Educational Applications (BEA)Khairun-nisa Hassanali, Yang Liu2011 · 7 citations
55. G2: Guided Generation for Enhanced Output Diversity in LLMsConference on Empirical Methods in Natural Language Processing (EMNLP)Zhiwen Ruan, Yixia Li, Yefeng Liu, et al.2025 · 6 citations
56. Skywork-R1V3 Technical ReportarXiv:2507.06167Wei Shen, Jiangbo Pei, Yi Peng, et al.2025 · 6 citations
57. Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Xuanyu Lei, Chenliang Li, Yuning Wu, et al.2026 · 4 citations
58. Automatically Detecting Reduced-formed English Pronunciations by Using Deep LearningWorkshop on Innovative Use of NLP for Building Educational Applications (BEA)Lei Chen, Chenglin Jiang, Yiwei Gu, et al.2022 · 4 citations
59. Beyond “I Don't Know”: Evaluating LLM Self-Awareness in Discriminating Data and Model UncertaintyAnnual Meeting of the Association for Computational Linguistics (ACL)Jingyi Ren, Ante Wang, Yunghwei Lai, et al.2026 · 3 citations
60. Skywork-SWE: Unveiling Data Scaling Laws for Software Engineering in LLMsarXiv:2506.19290Liang Zeng, Yongcong Li, Yuzhen Xiao, et al.2025 · 3 citations
61. Guided by the Plan: Enhancing Faithful Autoregressive Text-to-Audio Generation with Guided DecodingConference of the European Chapter of the Association for Computational Linguistics (EACL)Juncheng Wang, Zhe Hu, Chao Xu, et al.2026 · 2 citations
62. Attention-based sequence-to-sequence model for speech recognition: development of state-of-the-art system on LibriSpeech and its application to non-native EnglisharXiv:1810.13088Yan Yin, Ramon Prieto, Bin Wang, et al.2018 · 2 citations
63. MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment GroundingAnnual Meeting of the Association for Computational Linguistics (ACL)Fuwen Luo, Shengfeng Lou, Chi Chen, et al.2026 · 1 citation
64. Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent CollaborationAnnual Meeting of the Association for Computational Linguistics (ACL)Zijun Liu, Zhennan Wan, Peng Li, et al.2026 · 1 citation
65. Streaming Hallucination Detection in Long Chain-of-Thought ReasoningFindings of the Association for Computational LinguisticsHaolang Lu, Minghui Pan, Ripeng LI, et al.2026 · 1 citation
66. Overview of AMALGUM – Large Silver Quality Annotations across English GenresSociety for Computation in Linguistics (SCiL)Luke Gessler, Siyao Peng, Yang Liu, et al.2021 · 1 citation
67. Enabling Stroke-Level Structural Analysis of Hieroglyphic Scripts without Language-Specific PriorsFindings of the Association for Computational LinguisticsFuwen Luo, Zihao Wan, Ziyue Wang, et al.2026
68. Enhancing Lexical Relation Mining with Structured Sememe KnowledgeAnnual Meeting of the Association for Computational Linguistics (ACL)Hansi Wang, Qiliang Liang, Yue Wang, et al.2026
69. FlowHN: Adaptive Token Routing for Efficient Parallel Hybrid NetworksAnnual Meeting of the Association for Computational Linguistics (ACL)Mohammad Mahdi Moradi, Walid Ahmed, Shuangyue Wen, et al.2026
70. GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Zhiwen Ruan, Yichao Du, Jianjie Zheng, et al.2026
71. InstructDiff: Domain-Adaptive Data Selection via Contrastive Entropy for Efficient LLM Fine-TuningAnnual Meeting of the Association for Computational Linguistics (ACL)Junyou Su, He Zhu, Xiao Luo, et al.2026
72. MASFactory: A Graph-centric Framework for Orchestrating LLM-Based Multi-Agent Systems with Vibe GraphingAnnual Meeting of the Association for Computational Linguistics (ACL)Yang Liu, Jinxuan Cai, Yishen Li, et al.2026
73. Observations and Remedies for Large Language Model Bias in Self-Consuming Performative LoopAnnual Meeting of the Association for Computational Linguistics (ACL)Yaxuan Wang, Zhongteng Cai, Yujia Bao, et al.2026
74. Revisiting a Pain in the Neck: A Semantic Reasoning Benchmark for Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Yang Liu, Hongming Li, Melissa Xiaohui Qin, et al.2026
75. Trustworthy and Explainable Causal Representation Learning in TransformersFindings of the Association for Computational LinguisticsYang Liu, Yinghao Zhang, Lin Liu, et al.2026
76. Understanding the Prompt SensitivityAnnual Meeting of the Association for Computational Linguistics (ACL)Yang Liu, Chenhui Chu2026
77. Rethinking Data Mixing from the Perspective of Large Language Models ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetYuanjian Xu et al.2026
78. Plug-and-Play Data Module for Code RL: Adaptive Ambiguity Replay ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetJianqing Zhang et al.2026
79. Evaluating Memory Capability in Continuous Lifelog Scenario ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetJianjie Zheng et al.2026
80. Revisiting Faithfulness Annotations for Long-form Summaries ↗Proceedings of the 20th Linguistic Annotation Workshop (LAW XX) · no summary yetYang Zhong, Yang Janet Liu, Diane Litman2026

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