PPaperPicks

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

Arman Cohan
×17
Yilun Zhao
×9
Pengfei Liu
×5
Alexander R. Fabbri
×5
Dragomir Radev
×4
Simeng Han
×3
Chen Zhao
×3
Shafiq Joty
×3
Rui Zhang
×3
Weiyuan Chen
×2
Zhijian Xu
×2
Chengye Wang
×2

Papers

  1. AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research
    ACL 2025 ·
    Yilun Zhao
    ,
    Weiyuan Chen
    ,
    Zhijian Xu
    ,
    Manasi Patwardhan
    ,
    Chengye Wang
    , Yixin Liu,
    Lovekesh Vig
    ,
    Arman Cohan
  2. CourtReasoner: Can LLM Agents Reason Like Judges?
    EMNLP 2025 ·
    Sophia Simeng Han
    ,
    Yoshiki Takashima
    ,
    Shannon Zejiang Shen
    ,
    Chen Liu
    , Yixin Liu,
    Roque K. Thuo
    ,
    Sonia Knowlton
    ,
    Ruzica Piskac
    ,
    Scott J. Shapiro
    ,
    Arman Cohan
  3. Evaluating Mathematical Reasoning Beyond Accuracy
    AAAI 2025 ·
    Shijie Xia
    ,
    Xuefeng Li
    , Yixin Liu,
    Tongshuang Wu
    ,
    Pengfei Liu
  4. MMVU: Measuring Expert-Level Multi-Discipline Video Understanding
    CVPR 2025 ·
    Yilun Zhao
    ,
    Haowei Zhang
    ,
    Lujing Xie
    ,
    Tongyan Hu
    ,
    Guo Gan
    ,
    Yitao Long
    ,
    Zhiyuan Hu
    ,
    Weiyuan Chen
    ,
    Chuhan Li
    ,
    Zhijian Xu
    ,
    Chengye Wang
    ,
    Ziyao Shangguan
    ,
    Zhenwen Liang
    , Yixin Liu,
    Chen Zhao
    ,
    Arman Cohan
  5. On Evaluating LLM Alignment by Evaluating LLMs as Judges
    NeurIPS 2025 · Yixin Liu,
    Pengfei Liu
    ,
    Arman Cohan
  6. Physics: Benchmarking Foundation Models on University-Level Physics Problem Solving
    ACL 2025 ·
    Kaiyue Feng
    ,
    Yilun Zhao
    , Yixin Liu,
    Tianyu Yang
    ,
    Chen Zhao
    ,
    John Sous
    ,
    Arman Cohan
  7. Re-evaluating Automatic LLM System Ranking for Alignment with Human Preference
    NAACL 2025 ·
    Mingqi Gao
    , Yixin Liu,
    Xinyu Hu
    ,
    Xiaojun Wan
    ,
    Jonathan Bragg
    ,
    Arman Cohan
  8. ReIFE: Re-evaluating Instruction-Following Evaluation
    NAACL 2025 · Yixin Liu,
    Kejian Shi
    ,
    Alexander R. Fabbri
    ,
    Yilun Zhao
    ,
    Peifeng Wang
    ,
    Chien-Sheng Wu
    ,
    Shafiq Joty
    ,
    Arman Cohan
  9. SCIURus: Shared Circuits for Interpretable Uncertainty Representations in Language Models
    NAACL 2025 ·
    Carter Teplica
    , Yixin Liu,
    Arman Cohan
    ,
    Tim G. J. Rudner
  10. SciArena: An Open Evaluation Platform for Non-Verifiable Scientific Literature-Grounded Tasks
    NeurIPS 2025 ·
    Yilun Zhao
    ,
    Kaiyan Zhang
    ,
    Tiansheng Hu
    ,
    Sihong Wu
    ,
    Ronan Le Bras
    , Yixin Liu,
    Robert Tang
    ,
    Joseph Chee Chang
    ,
    Jesse Dodge
    ,
    Jonathan Bragg
    ,
    Chen Zhao
    ,
    Hanna Hajishirzi
    ,
    Doug Downey
    ,
    Arman Cohan
  11. Understanding Reference Policies in Direct Preference Optimization
    NAACL 2025 · Yixin Liu,
    Pengfei Liu
    ,
    Arman Cohan
  12. Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization
    NAACL 2024 · Yixin Liu,
    Alexander R. Fabbri
    ,
    Jiawen Chen
    ,
    Yilun Zhao
    ,
    Simeng Han
    ,
    Shafiq Joty
    ,
    Pengfei Liu
    ,
    Dragomir Radev
    ,
    Chien-Sheng Wu
    ,
    Arman Cohan
  13. Calibrating Long-form Generations From Large Language Models
    EMNLP 2024 ·
    Yukun Huang
    , Yixin Liu,
    Raghuveer Thirukovalluru
    ,
    Arman Cohan
    ,
    Bhuwan Dhingra
  14. DocMath-Eval: Evaluating Math Reasoning Capabilities of LLMs in Understanding Financial Documents
    ACL 2024 ·
    Yilun Zhao
    ,
    Yitao Long
    ,
    Hongjun Liu
    ,
    Ryo Kamoi
    ,
    Linyong Nan
    ,
    Lyuhao Chen
    , Yixin Liu,
    Xiangru Tang
    ,
    Rui Zhang
    ,
    Arman Cohan
  15. FOLIO: Natural Language Reasoning with First-Order Logic
    EMNLP 2024 ·
    Simeng Han
    ,
    Hailey Schoelkopf
    ,
    Yilun Zhao
    ,
    Zhenting Qi
    ,
    Martin Riddell
    ,
    Wenfei Zhou
    ,
    James Coady
    ,
    David Peng
    ,
    Yujie Qiao
    ,
    Luke Benson
    ,
    Lucy Sun
    ,
    Alexander Wardle-Solano
    ,
    Hannah Szabó
    ,
    Ekaterina Zubova
    ,
    Matthew Burtell
    ,
    Jonathan Fan
    , Yixin Liu,
    Brian Wong
    ,
    Malcolm Sailor
    ,
    Ansong Ni
    ,
    Linyong Nan
    ,
    Jungo Kasai
    ,
    Tao Yu
    ,
    Rui Zhang
    ,
    Alexander R. Fabbri
    ,
    Wojciech Kryscinski
    ,
    Semih Yavuz
    ,
    Ye Liu
    ,
    Xi Victoria Lin
    ,
    Shafiq Joty
    ,
    Yingbo Zhou
    ,
    Caiming Xiong
    ,
    Rex Ying
    ,
    Arman Cohan
    ,
    Dragomir Radev
  16. Fair Abstractive Summarization of Diverse Perspectives
    NAACL 2024 ·
    Yusen Zhang
    ,
    Nan Zhang
    , Yixin Liu,
    Alexander R. Fabbri
    ,
    Junru Liu
    ,
    Ryo Kamoi
    ,
    Xiaoxin Lu
    ,
    Caiming Xiong
    ,
    Jieyu Zhao
    ,
    Dragomir Radev
    ,
    Kathleen R. McKeown
    ,
    Rui Zhang
  17. M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models
    EMNLP 2024 ·
    Chuhan Li
    ,
    Ziyao Shangguan
    ,
    Yilun Zhao
    ,
    Deyuan Li
    , Yixin Liu,
    Arman Cohan
  18. On Learning to Summarize with Large Language Models as References
    NAACL 2024 · Yixin Liu,
    Kejian Shi
    ,
    Katherine He
    ,
    Longtian Ye
    ,
    Alexander R. Fabbri
    ,
    Pengfei Liu
    ,
    Dragomir Radev
    ,
    Arman Cohan
  19. On the Role of Summary Content Units in Text Summarization Evaluation
    NAACL 2024 ·
    Marcel Nawrath
    ,
    Agnieszka Nowak
    ,
    Tristan Ratz
    ,
    Danilo C. Walenta
    ,
    Juri Opitz
    ,
    Leonardo F. R. Ribeiro
    ,
    João Sedoc
    ,
    Daniel Deutsch
    ,
    Simon Mille
    , Yixin Liu,
    Sebastian Gehrmann
    ,
    Lining Zhang
    ,
    Saad Mahamood
    ,
    Miruna Clinciu
    ,
    Khyathi Raghavi Chandu
    ,
    Yufang Hou
  20. Rethinking Efficient Multilingual Text Summarization Meta-Evaluation
    ACL 2024 ·
    Rilyn Han
    ,
    Jiawen Chen
    , Yixin Liu,
    Arman Cohan