PPaperPicks

Sophia Simeng Han

9 papers at tracked venues · 5 at CORE A* · active 2024–2026

Venues

Frequent coauthors

Arman Cohan
×6
Yilun Zhao
×4
Yixin Liu
×3
Shafiq Joty
×3
Dragomir Radev
×3
Chen Liu
×2
Alexander R. Fabbri
×2
Zhenting Qi
×2
Martin Riddell
×2
Wenfei Zhou
×2
Yujie Qiao
×2
Semih Yavuz
×2

Papers

  1. Evaluating Legal Reasoning Traces with Legal Issue Tree Rubrics
    ACL 2026 ·
    Jinu Lee
    ,
    Kyoung-Woon On
    , Sophia Simeng Han,
    Arman Cohan
    ,
    Julia Hockenmaier
  2. GraphIC: A Graph-Based In-Context Example Retrieval Model for Multi-Step Reasoning
    AAAI 2026 ·
    Jiale Fu
    ,
    Yaqing Wang
    , Simeng Han,
    Jiaming Fan
    ,
    Xu Yang
  3. Meta-Reasoner: Dynamic Guidance for Optimized Inference-time Reasoning in Large Language Models
    ACL 2026 ·
    Yuan Sui
    ,
    Yufei He
    ,
    Tri Cao
    , Sophia Simeng Han,
    Yulin Chen
    ,
    Bryan Hooi
  4. 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
  5. Creativity or Brute Force? Using Brainteasers as a Window into the Problem-Solving Abilities of Large Language Models
    NeurIPS 2025 · Sophia Simeng Han,
    Howard Dai
    ,
    Stephen Xia
    ,
    Grant Zhang
    ,
    Chen Liu
    ,
    Lichang Chen
    ,
    Hoang Huy Nguyen
    ,
    Hongyuan Mei
    ,
    Jiayuan Mao
    ,
    R. Thomas McCoy
  6. Measuring what Matters: Construct Validity in Large Language Model Benchmarks
    NeurIPS 2025 ·
    Andrew M. Bean
    ,
    Ryan Othniel Kearns
    ,
    Angelika Romanou
    ,
    Franziska Sofia Hafner
    ,
    Harry Mayne
    ,
    Jan Batzner
    ,
    Negar Foroutan Eghlidi
    ,
    Chris Schmitz
    ,
    Karolina Korgul
    ,
    Hunar Batra
    ,
    Oishi Deb
    ,
    Emma Beharry
    ,
    Cornelius Emde
    ,
    Thomas Foster
    ,
    Anna Gausen
    ,
    María Grandury
    , Sophia Simeng Han,
    Valentin Hofmann
    ,
    Lujain Ibrahim
    ,
    Hazel Kim
    ,
    Hannah Rose Kirk
    ,
    Fangru Lin
    ,
    Gabrielle K. Liu
    ,
    Lennart Luettgau
    ,
    Jabez Magomere
    ,
    Jonathan Rystrøm
    ,
    Anna Sotnikova
    ,
    Yushi Yang
    ,
    Yilun Zhao
    ,
    Adel Bibi
    ,
    Antoine Bosselut
    ,
    Ronald Clark
    ,
    Arman Cohan
    ,
    Jakob N. Foerster
    ,
    Yarin Gal
    ,
    Scott A. Hale
    ,
    Inioluwa Deborah Raji
    ,
    Christopher Summerfield
    ,
    Philip H. S. Torr
    ,
    Cozmin Ududec
    ,
    Luc Rocher
    ,
    Adam Mahdi
  7. 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
  8. 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
  9. P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains
    EMNLP 2024 · Simeng Han,
    Aaron Yu
    ,
    Rui Shen
    ,
    Zhenting Qi
    ,
    Martin Riddell
    ,
    Wenfei Zhou
    ,
    Yujie Qiao
    ,
    Yilun Zhao
    ,
    Semih Yavuz
    ,
    Ye Liu
    ,
    Shafiq Joty
    ,
    Yingbo Zhou
    ,
    Caiming Xiong
    ,
    Dragomir Radev
    ,
    Rex Ying
    ,
    Arman Cohan