🧑‍🔬 Wenhu Chen — all works

35 works · ← Wenhu Chen

1. TabFact: A Large-scale Dataset for Table-based Fact VerificationarXiv:1909.02164Wenhu Chen, Hongmin Wang, Jianshu Chen, et al.2019 · 515 citations
2. 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
3. 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
4. MAmmoTH: Building Math Generalist Models through Hybrid Instruction TuningarXiv:2309.05653Xiang Yue, Xingwei Qu, Ge Zhang, et al.2023 · 295 citations
5. 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
6. 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
7. MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and TextConference on Empirical Methods in Natural Language Processing (EMNLP)Wenhu Chen, Hexiang Hu, Xi Chen, et al.2022 · 199 citations
8. Large Language Models are few(1)-shot Table ReasonersFindings of the Association for Computational LinguisticsWenhu Chen2023 · 182 citations
9. Open Question Answering over Tables and Text ↗arXiv:2010.10439 · no summary yetWenhu Chen et al.2020 · 182 citations
10. 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
11. 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
12. Few-Shot NLG with Pre-Trained Language Model ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetZhiyu Chen et al.2020 · 173 citations
13. Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetWenhu Chen et al.2019 · 173 citations
14. TheoremQA: A Theorem-driven Question Answering DatasetConference on Empirical Methods in Natural Language Processing (EMNLP)Wenhu Chen, Ming Yin, Max Ku, et al.2023 · 158 citations
15. Long-context LLMs Struggle with Long In-context LearningarXiv:2404.02060Tianle Li, Ge Zhang, Quy Duc Do, et al.2024 · 138 citations
16. Variational Knowledge Graph Reasoning ↗Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers) · no summary yetWenhu Chen et al.2018 · 137 citations
17. OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement ↗Findings of the Association for Computational Linguistics: ACL 2024 · no summary yetTianyu Zheng et al.2024 · 129 citations
18. Few-shot In-context Learning on Knowledge Base Question Answering ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetTianle Li et al.2023 · 129 citations
19. MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark ↗arXiv:2409.02813 · no summary yetXiang Yue et al.2024 · 123 citations
20. DePlot: One-shot visual language reasoning by plot-to-table translationFindings of the Association for Computational LinguisticsFangyu Liu, Julian Eisenschlos, Francesco Piccinno, et al.2023 · 122 citations
21. Explanations from Large Language Models Make Small Reasoners Better ↗arXiv:2210.06726 · no summary yetShiyang Li et al.2022 · 120 citations
22. MAmmoTH2: Scaling Instructions from the WebConference on Neural Information Processing Systems (NeurIPS)Xiang Yue, Tuney Zheng, Ge Zhang, et al.2024 · 96 citations
23. 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
24. MANTIS: Interleaved Multi-Image Instruction Tuning ↗arXiv:2405.01483 · Transactions on Machine Learning Research 2024 · no summary yetDongfu Jiang et al.2024 · 74 citations
25. VIEScore: Towards Explainable Metrics for Conditional Image Synthesis EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL)Max Ku, Dongfu Jiang, Cong Wei, et al.2024 · 68 citations
26. 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
27. Unifying Multimodal Retrieval via Document Screenshot EmbeddingConference on Empirical Methods in Natural Language Processing (EMNLP)Xueguang Ma, Sheng-Chieh Lin, Minghan Li, et al.2024 · 61 citations
28. TIGERScore: Towards Building Explainable Metric for All Text Generation TasksarXiv:2310.00752Dongfu Jiang, Yishan Li, Ge Zhang, et al.2023 · 50 citations
29. MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series ↗arXiv:2405.19327 · no summary yetGe Zhang et al.2024 · 44 citations
30. General-Reasoner: Advancing LLM Reasoning Across All DomainsConference on Neural Information Processing Systems (NeurIPS)Xueguang Ma, Qian Liu, Dongfu Jiang, et al.2025 · 43 citations
31. MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at ScaleAnnual Meeting of the Association for Computational Linguistics (ACL)Jiawei Guo, Tianyu Zheng, Yizhi Li, et al.2025 · 40 citations
32. ACECODER: Acing Coder RL via Automated Test-Case Synthesis ↗Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetHuaye Zeng et al.2025 · 32 citations
33. MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query ResponseFindings of the Association for Computational LinguisticsZihao Deng, Yinghao Ma, Yudong Liu, et al.2024 · 27 citations
34. VISA: Retrieval Augmented Generation with Visual Source AttributionAnnual Meeting of the Association for Computational Linguistics (ACL)Xueguang Ma, Shengyao Zhuang, Bevan Koopman, et al.2025 · 22 citations
35. VisualWebInstruct: Scaling up Multimodal Instruction Data through Web SearchConference on Empirical Methods in Natural Language Processing (EMNLP)Yiming Jia, Jiachen Li, Xiang Yue, et al.2025 · 9 citations

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