Search Results for author: Yitao Long

Found 4 papers, 4 papers with code

MMVU: Measuring Expert-Level Multi-Discipline Video Understanding

1 code implementation • CVPR 2025 • Yilun Zhao, Lujing Xie, Haowei Zhang, Guo Gan, Yitao Long, Zhiyuan Hu, Tongyan Hu, Weiyuan Chen, Chuhan Li, Junyang Song, Zhijian Xu, Chengye Wang, Weifeng Pan, Ziyao Shangguan, Xiangru Tang, Zhenwen Liang, Yixin Liu, Chen Zhao, Arman Cohan

We introduce MMVU, a comprehensive expert-level, multi-discipline benchmark for evaluating foundation models in video understanding.

Video Understanding

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FinDVer: Explainable Claim Verification over Long and Hybrid-Content Financial Documents

1 code implementation • 8 Nov 2024 • Yilun Zhao, Yitao Long, Yuru Jiang, Chengye Wang, Weiyuan Chen, Hongjun Liu, Yiming Zhang, Xiangru Tang, Chen Zhao, Arman Cohan

We introduce FinDVer, a comprehensive benchmark specifically designed to evaluate the explainable claim verification capabilities of LLMs in the context of understanding and analyzing long, hybrid-content financial documents.

Claim Verification RAG

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DocMath-Eval: Evaluating Math Reasoning Capabilities of LLMs in Understanding Long and Specialized Documents

1 code implementation • 16 Nov 2023 • Yilun Zhao, Yitao Long, Hongjun Liu, Ryo Kamoi, Linyong Nan, Lyuhao Chen, Yixin Liu, Xiangru Tang, Rui Zhang, Arman Cohan

Recent LLMs have demonstrated remarkable performance in solving exam-like math word problems.

Math

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FinanceMath: Knowledge-Intensive Math Reasoning in Finance Domains

1 code implementation • 16 Nov 2023 • Yilun Zhao, Hongjun Liu, Yitao Long, Rui Zhang, Chen Zhao, Arman Cohan

Finally, we evaluate a wide spectrum of 44 LLMs with both Chain-of-Thought and Program-of-Thought prompting methods.

Math Math Word Problem Solving +1

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Code

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