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Yixin Liu

Yale University, Department of Computer Science, New Haven, CT, USA

20 papers at tracked venues · 8 at CORE A* · active 2024–2025

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Venues

NAACL ×8ACL ×4EMNLP ×4NeurIPS ×2AAAI ×1CVPR ×1

Frequent coauthors

Yilun Zhao
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Simeng Han
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Shijie Xia
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Kaiyue Feng
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Mingqi Gao
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Carter Teplica
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Yukun Huang
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Yusen Zhang
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Chuhan Li
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Marcel Nawrath
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Rilyn Han
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Papers

  1. AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research
    ACL 2025 ·
    Yilun Zhao
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  2. CourtReasoner: Can LLM Agents Reason Like Judges?
    EMNLP 2025 ·
    Sophia Simeng Han
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  3. Evaluating Mathematical Reasoning Beyond Accuracy
    AAAI 2025 ·
    Shijie Xia
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  4. MMVU: Measuring Expert-Level Multi-Discipline Video Understanding
    CVPR 2025 ·
    Yilun Zhao
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  5. On Evaluating LLM Alignment by Evaluating LLMs as Judges
    NeurIPS 2025 · Yixin Liu
  6. Physics: Benchmarking Foundation Models on University-Level Physics Problem Solving
    ACL 2025 ·
    Kaiyue Feng
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  7. Re-evaluating Automatic LLM System Ranking for Alignment with Human Preference
    NAACL 2025 ·
    Mingqi Gao
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  8. ReIFE: Re-evaluating Instruction-Following Evaluation
    NAACL 2025 · Yixin Liu
  9. SCIURus: Shared Circuits for Interpretable Uncertainty Representations in Language Models
    NAACL 2025 ·
    Carter Teplica
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  10. SciArena: An Open Evaluation Platform for Non-Verifiable Scientific Literature-Grounded Tasks
    NeurIPS 2025 ·
    Yilun Zhao
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  11. Understanding Reference Policies in Direct Preference Optimization
    NAACL 2025 · Yixin Liu
  12. Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization
    NAACL 2024 · Yixin Liu
  13. Calibrating Long-form Generations From Large Language Models
    EMNLP 2024 ·
    Yukun Huang
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  14. DocMath-Eval: Evaluating Math Reasoning Capabilities of LLMs in Understanding Financial Documents
    ACL 2024 ·
    Yilun Zhao
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  15. FOLIO: Natural Language Reasoning with First-Order Logic
    EMNLP 2024 ·
    Simeng Han
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  16. Fair Abstractive Summarization of Diverse Perspectives
    NAACL 2024 ·
    Yusen Zhang
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  17. M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models
    EMNLP 2024 ·
    Chuhan Li
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  18. On Learning to Summarize with Large Language Models as References
    NAACL 2024 · Yixin Liu
  19. On the Role of Summary Content Units in Text Summarization Evaluation
    NAACL 2024 ·
    Marcel Nawrath
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  20. Rethinking Efficient Multilingual Text Summarization Meta-Evaluation
    ACL 2024 ·
    Rilyn Han
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