---
title: "William Yang Wang — all works — Elamur Research"
description: "All 59 works of William Yang Wang in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/william-yang-wang/works/"
---
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# William Yang Wang — all works

59 works · [← William Yang Wang](https://md.research.elamur.ai/free/en/authors/william-yang-wang/)

1. **[“Liar, Liar Pants on Fire”: A New Benchmark Dataset for Fake News Detection](https://md.research.elamur.ai/free/en/papers/wang-2017-liar-liar-pants-fire-new/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**William Yang Wang*2017 · 1,811 citations*
2. **[DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning ↗](https://aclanthology.org/D17-1060/) Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yet**Wenhan Xiong, Thien Hoang, William Yang Wang*2017 · 934 citations*
3. **[Mitigating Gender Bias in Natural Language Processing: Literature Review](https://md.research.elamur.ai/free/en/papers/sun-2019-mitigating-gender-bias-natural-language/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://doi.org/10.1109/iccv.2019.00468) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Xin Wang et al.*2019 · 589 citations*
5. **[Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation ↗](https://doi.org/10.1109/cvpr.2019.00679) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Xin Eric Wang et al.*2019 · 582 citations*
6. [**TabFact: A Large-scale Dataset for Table-based Fact Verification arXiv:1909.02164**Wenhu Chen, Hongmin Wang, Jianshu Chen, et al.*2019 · 515 citations*](https://md.research.elamur.ai/free/en/papers/chen-2019-tabfact-large-scale-dataset-table/)
7. **[FinQA: A Dataset of Numerical Reasoning over Financial Data](https://md.research.elamur.ai/free/en/papers/chen-2021-finqa-dataset-numerical-reasoning-over/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/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 Tweets](https://md.research.elamur.ai/free/en/papers/wang-2015-that-s-so-annoying-lexical/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**William Yang Wang, Diyi Yang*2015 · 397 citations*
9. [**Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning arXiv:2305.12295**Liangming Pan, Alon Albalak, Xinyi Wang, et al.*2023 · 374 citations*](https://md.research.elamur.ai/free/en/papers/pan-2023-logic-lm-empowering-large-language/)
10. **[One-Shot Relational Learning for Knowledge Graphs ↗](https://aclanthology.org/D18-1223/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Wenhan Xiong et al.*2018 · 326 citations*
11. **[Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/qin-2018-robust-distant-supervision-relation-extraction/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Pengda Qin, Weiran Xu, William Yang Wang*2018 · 298 citations*
12. **[A Benchmark Dataset for Learning to Intervene in Online Hate Speech](https://md.research.elamur.ai/free/en/papers/qian-2019-benchmark-dataset-learning-intervene-online/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Jing Qian, Anna Bethke, Yinyin Liu, et al.*2019 · 293 citations*
13. **[MojiTalk: Generating Emotional Responses at Scale ↗](https://aclanthology.org/P18-1104/) Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Xianda Zhou, William Yang Wang*2018 · 259 citations*
14. **[Logical Natural Language Generation from Open-Domain Tables](https://md.research.elamur.ai/free/en/papers/chen-2020-logical-natural-language-generation-open/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Wenhu Chen, Jianshu Chen, Yu Su, et al.*2020 · 210 citations*
15. **[No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling ↗](https://aclanthology.org/P18-1083/) Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Xin Wang et al.*2018 · 206 citations*
16. **[KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation](https://md.research.elamur.ai/free/en/papers/chen-2020-kgpt-knowledge-grounded-pre-training/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Wenhu Chen, Yu Su, Xifeng Yan, et al.*2020 · 174 citations*
17. **[ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering](https://md.research.elamur.ai/free/en/papers/chen-2022-convfinqa-exploring-chain-numerical-reasoning/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Zhiyu Chen, Shiyang Li, Charese Smiley, et al.*2022 · 172 citations*
18. **[On Hallucination and Predictive Uncertainty in Conditional Language Generation](https://md.research.elamur.ai/free/en/papers/xiao-2021-hallucination-predictive-uncertainty-conditional-language/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Yijun Xiao, William Yang Wang*2021 · 157 citations*
19. **[Fact-Checking Complex Claims with Program-Guided Reasoning](https://md.research.elamur.ai/free/en/papers/pan-2023-fact-checking-complex-claims-program/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/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 Strategies](https://md.research.elamur.ai/free/en/papers/pan-2024-automatically-correcting-large-language-models/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://aclanthology.org/N18-2019/) 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 yet**Jing Qian et al.*2018 · 122 citations*
22. **[Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning](https://md.research.elamur.ai/free/en/papers/wang-2023-large-language-models-latent-variable/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**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 ↗](https://aclanthology.org/D19-1444/) 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 yet**Jiawei Wu, Wenhan Xiong, William Yang Wang*2019 · 107 citations*
24. **[Multi-view Models for Political Ideology Detection of News Articles ↗](https://aclanthology.org/D18-1388/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Vivek Kulkarni et al.*2018 · 102 citations*
25. **[Investigating African-American Vernacular English in Transformer-Based Text Generation](https://md.research.elamur.ai/free/en/papers/groenwold-2020-investigating-african-american-vernacular-english/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Sophie Groenwold, Lily Ou, Aesha Parekh, et al.*2020 · 99 citations*
26. **[Logic2Text: High-Fidelity Natural Language Generation from Logical Forms ↗](https://aclanthology.org/2020.findings-emnlp.190/) Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yet**Zhiyu Chen et al.*2020 · 86 citations*
27. **[Watch, Listen, and Describe: Globally and Locally Aligned Cross-Modal Attentions for Video Captioning ↗](https://aclanthology.org/N18-2125/) 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 yet**Xin Wang, Yuan-Fang Wang, William Yang Wang*2018 · 82 citations*
28. **[Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing ↗](https://aclanthology.org/N19-1084/) 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 yet**Wenhan Xiong et al.*2019 · 81 citations*
29. [**They, Them, Theirs: Rewriting with Gender-Neutral English arXiv:2102.06788**Tony Sun, Kellie Webster, Apu Shah, et al.*2021 · 72 citations*](https://md.research.elamur.ai/free/en/papers/sun-2021-they-them-theirs-rewriting-gender/)
30. **[Self-Supervised Dialogue Learning ↗](https://aclanthology.org/P19-1375/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Jiawei Wu, Xin Wang, William Yang Wang*2019 · 68 citations*
31. **[Deep Reinforcement Learning for Chinese Zero Pronoun Resolution](https://md.research.elamur.ai/free/en/papers/yin-2018-deep-reinforcement-learning-chinese-zero/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Qingyu Yin, Yu Zhang, Wei-Nan Zhang, et al.*2018 · 67 citations*
32. **[Learning to Explain Non-Standard English Words and Phrases](https://md.research.elamur.ai/free/en/papers/ni-2017-learning-explain-non-standard-english/) [International Joint Conference on Natural Language Processing (IJCNLP)](https://md.research.elamur.ai/free/en/venues/ijcnlp/)**Ke Ni, William Yang Wang*2017 · 67 citations*
33. **[Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models](https://md.research.elamur.ai/free/en/papers/amayuelas-2024-knowledge-knowledge-exploring-known-unknowns/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Alfonso 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 ↗](https://doi.org/10.1109/cvpr52729.2023.02193) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Tsu-Jui Fu et al.*2023 · 66 citations*
35. **[Deep Reinforcement Learning for NLP ↗](https://aclanthology.org/P18-5007/) Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts · no summary yet**William Yang Wang, Jiwei Li, Xiaodong He*2018 · 59 citations*
36. **[VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation ↗](https://arxiv.org/abs/2106.04632) arXiv (Cornell University) · no summary yet**Linjie Li et al.*2021 · 53 citations*
37. **[MLGym: A New Framework and Benchmark for Advancing AI Research Agents ↗](https://arxiv.org/abs/2502.14499) arXiv:2502.14499 · no summary yet**Deepak Nathani et al.*2025 · 50 citations*
38. **[Disentangling Memory and Reasoning Ability in Large Language Models](https://md.research.elamur.ai/free/en/papers/jin-2025-disentangling-memory-reasoning-ability-large/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://arxiv.org/abs/2405.01769) arXiv:2405.01769 · no summary yet**Zhiyu Zoey Chen et al.*2024 · 44 citations*
40. **[Zero Pronoun Resolution with Attention-based Neural Network](https://md.research.elamur.ai/free/en/papers/yin-2018-zero-pronoun-resolution-attention-based/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Qingyu Yin, Yu Zhang, Weinan Zhang, et al.*2018 · 44 citations*
41. [**Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling arXiv:2410.11325**Wenda Xu, Rujun Han, Zifeng Wang, et al.*2024 · 41 citations*](https://md.research.elamur.ai/free/en/papers/xu-2024-speculative-knowledge-distillation-bridging-teacher/)
42. **[Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation ↗](https://aclanthology.org/2021.eacl-main.103/) Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume · no summary yet**Wanrong Zhu et al.*2021 · 40 citations*
43. [**Efficient Online Data Mixing For Language Model Pre-Training arXiv:2312.02406**Alon Albalak, Liangming Pan, Colin Raffel, et al.*2023 · 35 citations*](https://md.research.elamur.ai/free/en/papers/albalak-2023-efficient-online-data-mixing-language/)
44. **[Historical Analysis of Legal Opinions with a Sparse Mixed-Effects Latent Variable Model ↗](https://aclanthology.org/P12-1078/) Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**William Yang Wang et al.*2012 · 35 citations*
45. **[CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy](https://md.research.elamur.ai/free/en/papers/zhang-2025-cbt-bench-evaluating-large-language/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://aclanthology.org/2023.findings-acl.147/) Findings of the Association for Computational Linguistics: ACL 2023 · no summary yet**Xingyu Fu et al.*2023 · 23 citations*
47. **[SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement ↗](https://arxiv.org/abs/2410.20285) arXiv:2410.20285 · no summary yet**Antonis Antoniades et al.*2024 · 22 citations*
48. **[RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios](https://md.research.elamur.ai/free/en/papers/zhou-2025-rulearena-benchmark-rule-guided-reasoning/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ruiwen Zhou, Wenyue Hua, Liangming Pan, et al.*2025 · 21 citations*
49. [**ALGO: Synthesizing Algorithmic Programs with LLM-Generated Oracle Verifiers arXiv:2305.14591**Kexun Zhang, Danqing Wang, Jingtao Xia, et al.*2023 · 19 citations*](https://md.research.elamur.ai/free/en/papers/zhang-2023-algo-synthesizing-algorithmic-programs-llm/)
50. **[Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework](https://md.research.elamur.ai/free/en/papers/xu-2025-aristotle-mastering-logical-reasoning-logic/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/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 Knowledge](https://md.research.elamur.ai/free/en/papers/wu-2025-antileakbench-preventing-data-contamination-automatically/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/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 Outliers](https://md.research.elamur.ai/free/en/papers/saxon-2023-peco-examining-single-sentence-label/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Michael Saxon, Xinyi Wang, Wenda Xu, et al.*2023 · 9 citations*
53. [**Simple Models for Word Formation in English Slang**Vivek Kulkarni, William Yang Wang*English · 8 citations*](https://md.research.elamur.ai/free/en/papers/kulkarni-2018-simple-models-word-formation-english/)
54. **[“Love ya, jerkface”: Using Sparse Log-Linear Models to Build Positive and Impolite Relationships with Teens](https://md.research.elamur.ai/free/en/papers/wang-2012-love-ya-jerkface-sparse-log/) [Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)](https://md.research.elamur.ai/free/en/venues/sigdial/)**William Yang Wang, Samantha Finkelstein, Amy Ogan, et al.*2012 · 7 citations*
55. **[Detecting Training Data of Large Language Models via Expectation Maximization](https://md.research.elamur.ai/free/en/papers/kim-2026-detecting-training-data-large-language/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Gyuwan Kim, Yang Li, Evangelia Spiliopoulou, et al.*2026 · 5 citations*
56. **[InductionBench: LLMs Fail in the Simplest Complexity Class](https://md.research.elamur.ai/free/en/papers/hua-2025-inductionbench-llms-fail-simplest-complexity/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://aclanthology.org/2024.naacl-short.48/) 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 yet**Michael Saxon et al.*2024 · 5 citations*
58. **[WildSci: Advancing Scientific Reasoning from In-the-Wild Literature](https://md.research.elamur.ai/free/en/papers/liu-2026-wildsci-advancing-scientific-reasoning-wild/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Tengxiao Liu, Deepak Nathani, Zekun Li, et al.*2026*
59. **[LEDOM: Reverse Language Model ↗](https://aclanthology.org/2026.acl-long.975/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Xunjian Yin et al.*2026*