🧑‍🔬 William Yang Wang — all works

59 works · ← William Yang Wang

1. “Liar, Liar Pants on Fire”: A New Benchmark Dataset for Fake News DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)William Yang Wang2017 · 1,811 citations
2. DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetWenhan Xiong, Thien Hoang, William Yang Wang2017 · 934 citations
3. Mitigating Gender Bias in Natural Language Processing: Literature ReviewAnnual Meeting of the Association for Computational Linguistics (ACL)Tony Sun, Andrew Gaut, Shirlyn Tang, et al.2019 · 724 citations
4. VaTeX: A Large-Scale, High-Quality Multilingual Dataset for Video-and-Language Research ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetXin Wang et al.2019 · 589 citations
5. Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetXin Eric Wang et al.2019 · 582 citations
6. TabFact: A Large-scale Dataset for Table-based Fact VerificationarXiv:1909.02164Wenhu Chen, Hongmin Wang, Jianshu Chen, et al.2019 · 515 citations
7. FinQA: A Dataset of Numerical Reasoning over Financial DataConference on Empirical Methods in Natural Language Processing (EMNLP)Zhiyu Chen, Wenhu Chen, Charese Smiley, et al.2021 · 513 citations
8. That's So Annoying!!!: A Lexical and Frame-Semantic Embedding Based Data Augmentation Approach to Automatic Categorization of Annoying Behaviors using #petpeeve TweetsConference on Empirical Methods in Natural Language Processing (EMNLP)William Yang Wang, Diyi Yang2015 · 397 citations
9. Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical ReasoningarXiv:2305.12295Liangming Pan, Alon Albalak, Xinyi Wang, et al.2023 · 374 citations
10. One-Shot Relational Learning for Knowledge Graphs ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetWenhan Xiong et al.2018 · 326 citations
11. Robust Distant Supervision Relation Extraction via Deep Reinforcement LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Pengda Qin, Weiran Xu, William Yang Wang2018 · 298 citations
12. A Benchmark Dataset for Learning to Intervene in Online Hate SpeechConference on Empirical Methods in Natural Language Processing (EMNLP)Jing Qian, Anna Bethke, Yinyin Liu, et al.2019 · 293 citations
13. MojiTalk: Generating Emotional Responses at Scale ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetXianda Zhou, William Yang Wang2018 · 259 citations
14. Logical Natural Language Generation from Open-Domain TablesAnnual Meeting of the Association for Computational Linguistics (ACL)Wenhu Chen, Jianshu Chen, Yu Su, et al.2020 · 210 citations
15. No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetXin Wang et al.2018 · 206 citations
16. KGPT: Knowledge-Grounded Pre-Training for Data-to-Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Wenhu Chen, Yu Su, Xifeng Yan, et al.2020 · 174 citations
17. ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Zhiyu Chen, Shiyang Li, Charese Smiley, et al.2022 · 172 citations
18. On Hallucination and Predictive Uncertainty in Conditional Language GenerationConference of the European Chapter of the Association for Computational Linguistics (EACL)Yijun Xiao, William Yang Wang2021 · 157 citations
19. Fact-Checking Complex Claims with Program-Guided ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Liangming Pan, Xiaobao Wu, Xinyuan Lu, et al.2023 · 146 citations
20. Automatically Correcting Large Language Models: Surveying the Landscape of Diverse Automated Correction StrategiesTransactions of the Association for Computational Linguistics (TACL)Liangming Pan, Michael Saxon, Wenda Xu, et al.2024 · 140 citations
21. Leveraging Intra-User and Inter-User Representation Learning for Automated Hate Speech Detection ↗Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers) · no summary yetJing Qian et al.2018 · 122 citations
22. Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context LearningConference on Neural Information Processing Systems (NeurIPS)Xinyi Wang, Wanrong Zhu, Michael Saxon, et al.2023 · 116 citations
23. Learning to Learn and Predict: A Meta-Learning Approach for Multi-Label Classification ↗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 yetJiawei Wu, Wenhan Xiong, William Yang Wang2019 · 107 citations
24. Multi-view Models for Political Ideology Detection of News Articles ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetVivek Kulkarni et al.2018 · 102 citations
25. Investigating African-American Vernacular English in Transformer-Based Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Sophie Groenwold, Lily Ou, Aesha Parekh, et al.2020 · 99 citations
26. Logic2Text: High-Fidelity Natural Language Generation from Logical Forms ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetZhiyu Chen et al.2020 · 86 citations
27. Watch, Listen, and Describe: Globally and Locally Aligned Cross-Modal Attentions for Video Captioning ↗Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers) · no summary yetXin Wang, Yuan-Fang Wang, William Yang Wang2018 · 82 citations
28. Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing ↗Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) · no summary yetWenhan Xiong et al.2019 · 81 citations
29. They, Them, Theirs: Rewriting with Gender-Neutral EnglisharXiv:2102.06788Tony Sun, Kellie Webster, Apu Shah, et al.2021 · 72 citations
30. Self-Supervised Dialogue Learning ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetJiawei Wu, Xin Wang, William Yang Wang2019 · 68 citations
31. Deep Reinforcement Learning for Chinese Zero Pronoun ResolutionAnnual Meeting of the Association for Computational Linguistics (ACL)Qingyu Yin, Yu Zhang, Wei-Nan Zhang, et al.2018 · 67 citations
32. Learning to Explain Non-Standard English Words and PhrasesInternational Joint Conference on Natural Language Processing (IJCNLP)Ke Ni, William Yang Wang2017 · 67 citations
33. Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language ModelsFindings of the Association for Computational LinguisticsAlfonso Amayuelas, Kyle Wong, Liangming Pan, et al.2024 · 66 citations
34. An Empirical Study of End-to-End Video-Language Transformers with Masked Visual Modeling ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetTsu-Jui Fu et al.2023 · 66 citations
35. Deep Reinforcement Learning for NLP ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts · no summary yetWilliam Yang Wang, Jiwei Li, Xiaodong He2018 · 59 citations
36. VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation ↗arXiv (Cornell University) · no summary yetLinjie Li et al.2021 · 53 citations
37. MLGym: A New Framework and Benchmark for Advancing AI Research Agents ↗arXiv:2502.14499 · no summary yetDeepak Nathani et al.2025 · 50 citations
38. Disentangling Memory and Reasoning Ability in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Mingyu Jin, Weidi Luo, Sitao Cheng, et al.2025 · 45 citations
39. A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law ↗arXiv:2405.01769 · no summary yetZhiyu Zoey Chen et al.2024 · 44 citations
40. Zero Pronoun Resolution with Attention-based Neural NetworkInternational Conference on Computational Linguistics (COLING)Qingyu Yin, Yu Zhang, Weinan Zhang, et al.2018 · 44 citations
41. Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved SamplingarXiv:2410.11325Wenda Xu, Rujun Han, Zifeng Wang, et al.2024 · 41 citations
42. Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation ↗Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume · no summary yetWanrong Zhu et al.2021 · 40 citations
43. Efficient Online Data Mixing For Language Model Pre-TrainingarXiv:2312.02406Alon Albalak, Liangming Pan, Colin Raffel, et al.2023 · 35 citations
44. Historical Analysis of Legal Opinions with a Sparse Mixed-Effects Latent Variable Model ↗Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetWilliam Yang Wang et al.2012 · 35 citations
45. CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior TherapyConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Mian Zhang, Xianjun Yang, Xinlu Zhang, et al.2025 · 23 citations
46. Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge ↗Findings of the Association for Computational Linguistics: ACL 2023 · no summary yetXingyu Fu et al.2023 · 23 citations
47. SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement ↗arXiv:2410.20285 · no summary yetAntonis Antoniades et al.2024 · 22 citations
48. RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World ScenariosAnnual Meeting of the Association for Computational Linguistics (ACL)Ruiwen Zhou, Wenyue Hua, Liangming Pan, et al.2025 · 21 citations
49. ALGO: Synthesizing Algorithmic Programs with LLM-Generated Oracle VerifiersarXiv:2305.14591Kexun Zhang, Danqing Wang, Jingtao Xia, et al.2023 · 19 citations
50. Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve FrameworkAnnual Meeting of the Association for Computational Linguistics (ACL)Jundong Xu, Hao Fei, Meng Luo, et al.2025 · 16 citations
51. AntiLeakBench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World KnowledgeAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaobao Wu, Liangming Pan, Yuxi Xie, et al.2025 · 12 citations
52. PECO: Examining Single Sentence Label Leakage in Natural Language Inference Datasets through Progressive Evaluation of Cluster OutliersConference of the European Chapter of the Association for Computational Linguistics (EACL)Michael Saxon, Xinyi Wang, Wenda Xu, et al.2023 · 9 citations
53. Simple Models for Word Formation in English SlangVivek Kulkarni, William Yang WangEnglish · 8 citations
54. “Love ya, jerkface”: Using Sparse Log-Linear Models to Build Positive and Impolite Relationships with TeensAnnual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)William Yang Wang, Samantha Finkelstein, Amy Ogan, et al.2012 · 7 citations
55. Detecting Training Data of Large Language Models via Expectation MaximizationConference of the European Chapter of the Association for Computational Linguistics (EACL)Gyuwan Kim, Yang Li, Evangelia Spiliopoulou, et al.2026 · 5 citations
56. InductionBench: LLMs Fail in the Simplest Complexity ClassAnnual Meeting of the Association for Computational Linguistics (ACL)Wenyue Hua, Tyler Wong, Fei Sun, et al.2025 · 5 citations
57. Lost in Translation? Translation Errors and Challenges for Fair Assessment of Text-to-Image Models on Multilingual Concepts ↗Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 2: Short Papers) · no summary yetMichael Saxon et al.2024 · 5 citations
58. WildSci: Advancing Scientific Reasoning from In-the-Wild LiteratureFindings of the Association for Computational LinguisticsTengxiao Liu, Deepak Nathani, Zekun Li, et al.2026
59. LEDOM: Reverse Language Model ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetXunjian Yin et al.2026

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