Xiang Yue — all works
- MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGIIEEE Computer Society Conference on Computer Vision and Pattern RecognitionXiang Yue, Yuansheng Ni, Kai Zhang, et al.2023 · 1,005 citations
- MAmmoTH: Building Math Generalist Models through Hybrid Instruction TuningarXiv:2309.05653Xiang Yue, Xingwei Qu, Ge Zhang, et al.2023 · 295 citations
- Long-context LLMs Struggle with Long In-context LearningarXiv:2404.02060Tianle Li, Ge Zhang, Quy Duc Do, et al.2024 · 138 citations
- 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
- MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark ↗arXiv:2409.02813 · no summary yetXiang Yue et al.2024 · 123 citations
- Demystifying Long Chain-of-Thought Reasoning in LLMsarXiv:2502.03373Edward Yeo, Yuxuan Tong, Morry Niu, et al.2025 · 119 citations
- Data Engineering for Scaling Language Models to 128K ContextarXiv:2402.10171Yao Fu, Rameswar Panda, Xinyao Niu, et al.2024 · 109 citations
- MAmmoTH2: Scaling Instructions from the WebConference on Neural Information Processing Systems (NeurIPS)Xiang Yue, Tuney Zheng, Ge Zhang, et al.2024 · 96 citations
- Differential Privacy for Text Analytics via Natural Text Sanitization ↗Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · no summary yetXiang Yue et al.2021 · 94 citations
- Can ChatGPT Defend its Belief in Truth? Evaluating LLM Reasoning via Debate ↗Findings of the Association for Computational Linguistics: EMNLP 2023 · no summary yetBoshi Wang, Xiang Yue, Huan Sun2023 · 93 citations
- Machine Unlearning of Pre-trained Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Jin Yao, Eli Chien, Minxin Du, et al.2024 · 86 citations
- TableLlama: Towards Open Large Generalist Models for Tables ↗arXiv:2311.09206 · no summary yetTianshu Zhang et al.2023 · 82 citations
- 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
- Trial and Error: Exploration-Based Trajectory Optimization of LLM AgentsAnnual Meeting of the Association for Computational Linguistics (ACL)Yifan Song, Da Yin, Xiang Yue, et al.2024 · 53 citations
- TableLlama: Towards Open Large Generalist Models for Tables ↗Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yetTianshu Zhang et al.2024 · 53 citations
- MixEval: Deriving Wisdom of the Crowd from LLM Benchmark MixturesConference on Neural Information Processing Systems (NeurIPS)Jinjie Ni, Fuzhao Xue, Xiang Yue, et al.2024 · 47 citations
- Pangea: A Fully Open Multilingual Multimodal LLM for 39 Languages ↗arXiv:2410.16153 · no summary yetXiang Yue et al.2024 · 46 citations
- 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
- VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding? ↗arXiv (Cornell University) · no summary yetJunpeng Liu et al.2024 · 33 citations
- Evaluating Language Models as Synthetic Data GeneratorsAnnual Meeting of the Association for Computational Linguistics (ACL)Seungone Kim, Juyoung Suk, Xiang Yue, et al.2025 · 32 citations
- Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization ↗arXiv:2405.15071 · no summary yetBoshi Wang et al.2024 · 30 citations
- JMMMU: A Japanese Massive Multi-discipline Multimodal Understanding Benchmark for Culture-aware Evaluation ↗Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yetShota Onohara et al.2025 · 16 citations
- Harnessing Webpage UIs for Text-Rich Visual Understanding ↗arXiv (Cornell University) · no summary yetJunpeng Liu et al.2024 · 11 citations
- 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
- VisualPuzzles: Decoupling Multimodal Reasoning Evaluation from Domain Knowledge ↗arXiv (Cornell University) · no summary yetYueqi Song et al.2025 · 8 citations
- Overtrained Language Models Are Harder to Fine-Tune ↗arXiv (Cornell University) · no summary yetJacob M. Springer et al.2025 · 8 citations
- ESPnet-SpeechLM: An Open Speech Language Model Toolkit ↗Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (System Demonstrations) · no summary yetJinchuan Tian et al.2025 · 6 citations
- Synthetic Data in the Era of Large Language Models ↗Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 5: Tutorial Abstracts) · no summary yetVijay Viswanathan et al.2025 · 6 citations
- The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think ↗arXiv (Cornell University) · no summary yetSeongyun Lee et al.2025 · 4 citations
- On the limits and opportunities of AI reviewers: Reviewing the reviews of Nature-family papers with 45 expert scientists ↗arXiv:2605.20668 · no summary yetSeungone Kim et al.2026 · 2 citations
- JobBench: Aligning Agent Work With Human Will ↗arXiv (Cornell University) · no summary yetYuetai Li et al.2026 · 1 citation
- PACE: A Proxy for Agentic Capability Evaluation ↗arXiv (Cornell University) · no summary yetY Song et al.2026 · 1 citation
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