Tiansheng Hu

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I’m a junior undergraduate at NYU Shanghai majoring in Computer Science. My research interests include AI for Scientific Research, Deep Research Agents, and Information Retrieval.

I am fortunate to work with Prof. Chen Zhao (NYU Shanghai), Prof. Arman Cohan (Yale University), and Yilun Zhao (Yale University).

news

Aug 20, 2025 Two papers accepted at EMNLP 2025! FinTrust at Main and FinLFQA at Findings.
Aug 15, 2025 SciArena accepted at NeurIPS 2025 Datasets and Benchmarks Track as a Spotlight!

selected publications

  1. Preprint
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    SAGE: Benchmarking and Improving Retrieval for Deep Research Agents
    Tiansheng Hu, Yilun Zhao, Canyu Zhang, and 2 more authors
    2026
    arXiv
  2. NeurIPS
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    SciArena: An Open Evaluation Platform for Foundation Models in Scientific Literature Tasks
    Yilun Zhao*, Kaiyan Zhang*, Tiansheng Hu*, and 15 more authors
    In NeurIPS 2025 Benchmark and Dataset Track (Spotlight), 2025
    openreview
  3. EMNLP
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    FinTrust: A Comprehensive Benchmark of Trustworthiness Evaluation in Finance Domain
    Tiansheng Hu, Tongyan Hu, Liuyang Bai, and 3 more authors
    In EMNLP 2025 Main, 2025
    aclanthology
  4. EMNLP
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    FinLFQA: Evaluating Attributed Text Generation of LLMs in Financial Long-Form Question Answering
    Yitao Long*, Tiansheng Hu*, Yilun Zhao, and 2 more authors
    In Findings of EMNLP 2025, 2025
    aclanthology