ARBOR: Locating Reasoning Failures in Long Chains of Thought through Reasoning State Tracking
Huihan Li, Siyuan Wang, Naga Vamsi Ramana Dinavahi, Xiaohui Liu, Xiang Ren
arXiv preprint, 2026
Publications
* indicates equal contribution.
Diagnosing Memorization in Chain-of-Thought Reasoning, One Token at a Time
Huihan Li*, You Chen*, Siyuan Wang, Yixin He, Ninareh Mehrabi, Rahul Gupta, Xiang Ren
EMNLP, 2025
Attributing Culture-Conditioned Generations to Pretraining Corpora
Huihan Li*, Arnav Goel*, Keyu He, Xiang Ren
ICLR, 2025
In Search of the Long-Tail: Systematic Generation of Long-Tail Inferential Knowledge via Logical Rule Guided Search
Huihan Li, Yuting Ning, Zeyi Liao, Siyuan Wang, Xiang Lorraine Li, Ximing Lu, Wenting Zhao, Faeze Brahman, Yejin Choi, Xiang Ren
EMNLP, 2024
CULTURE-GEN: Revealing Global Cultural Perception in Language Models through Natural Language Prompting
Huihan Li, Liwei Jiang, Jena D. Hwang, Hyunwoo Kim, Sebastin Santy, Taylor Sorensen, Bill Yuchen Lin, Nouha Dziri, Xiang Ren, Yejin Choi
COLM, 2024
Controllable Text Generation with Language Constraints
Howard Chen, Huihan Li, Danqi Chen, Karthik Narasimhan
arxiv, 2022
[pdf]
Ditch the Gold Standard: Re-evaluating Conversational Question Answering
Huihan Li*, Tianyu Gao*, Manan Goenka, Danqi Chen
ACL, 2022 · Outstanding Paper Award