Bai, Fan
(白帆)
Recent Papers
- Verb-ICL: Rethinking In-Context Learning for Structured Prediction
Fan Bai, Hengshuo Miao, Sanjit Singh Batra, Hamid Hassanzadeh, Ardavan Saeedi, Mark Dredze
COLM 2026
[paper] [code] - Reading, Not Thinking: Understanding and Bridging the Modality Gap When Text Becomes Pixels in Multimodal LLMs
Kaser Sun, Xiaochuang Yuan, Hongjun Liu, Chen Zhao, Cheng Zhang, Mark Dredze, Fan Bai
NeurIPS 2026
[paper] - FIRE-Bench: Evaluating Agents on the Rediscovery of Scientific Insights
Zhen Wang, Fan Bai, Zhongyan Luo, Jinyan Su, Kaser Sun, Xinle Yu, Jieyuan Liu, Kun Zhou, Claire Cardie, Mark Dredze, Eric P. Xing, Zhiting Hu
ICML 2026
[blog] [paper] [code] - Task Matters: Knowledge Requirements Shape LLM Responses to Context-Memory Conflict
Kaser Sun, Fan Bai, Mark Dredze
ACL 2026 Findings
[paper] - LLMs are Better Than You Think: Label-Guided In-Context Learning for Named Entity Recognition
Fan Bai, Hamid Hassanzadeh, Ardavan Saeedi, Mark Dredze
EMNLP 2025
[paper] [code]