🧑‍🔬 William Wang — all works

29 works · ← William Wang

1. 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
2. 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
3. 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
4. HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual DataarXiv:2004.07347Wenhu Chen, Hanwen Zha, Zhiyu Chen, et al.2020 · 382 citations
5. 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
6. 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
7. 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
8. On the Risk of Misinformation Pollution with Large Language ModelsFindings of the Association for Computational LinguisticsYikang Pan, Liangming Pan, Wenhu Chen, et al.2023 · 179 citations
9. INSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic FeedbackConference on Empirical Methods in Natural Language Processing (EMNLP)Wenda Xu, Danqing Wang, Liangming Pan, et al.2023 · 123 citations
10. 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
11. 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
12. 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
13. Pride and Prejudice: LLM Amplifies Self-Bias in Self-RefinementAnnual Meeting of the Association for Computational Linguistics (ACL)Wenda Xu, Guanglei Zhu, Xuandong Zhao, et al.2024 · 88 citations
14. 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
15. 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
16. 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
17. 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
18. 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
19. 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
20. VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation ↗arXiv (Cornell University) · no summary yetLinjie Li et al.2021 · 53 citations
21. MLGym: A New Framework and Benchmark for Advancing AI Research Agents ↗arXiv:2502.14499 · no summary yetDeepak Nathani et al.2025 · 50 citations
22. 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
23. 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
24. 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
25. How Is LLM Reasoning Distracted by Irrelevant Context? An Analysis Using a Controlled BenchmarkMinglai Yang, Ethan Huang, Liang Zhang, et al.Mova's core list · 25 citations
26. 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
27. 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
28. 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
29. 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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