Bai, Fan
(白帆)
About Me
I am a Postdoctoral Fellow in the Center for Language and Speech Processing at Johns Hopkins University, working with Prof. Mark Dredze.
- Accelerating scientific discovery through machine intelligence
- Understanding, improving, and applying LLMs
Recent Papers
- Label-Guided In-Context Learning for Named Entity Recognition
Fan Bai, Hamid Hassanzadeh, Ardavan Saeedi, Mark Dredze
arXiv
[paper] [code] - What Is Seen Cannot Be Unseen: The Disruptive Effect of Knowledge Conflict on Large Language Models
Kaser Sun, Fan Bai, Mark Dredze
arXiv
[paper] - Give me Some Hard Questions: Synthetic Data Generation for Clinical QA
Fan Bai, Keith Harrigian, Joel Stremmel, Hamid Hassanzadeh, Ardavan Saeedi, Mark Dredze
ML4H 2024 Findings
[paper] [code] [poster] - PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization
Xinyuan Wang, Chenxi Li, Zhen Wang, Fan Bai, Haotian Luo, Jiayou Zhang, Nebojsa Jojic, Eric P Xing, Zhiting Hu
ICLR 2024
[paper] [code] - Schema-Driven Information Extraction from Heterogeneous Tables
Fan Bai, Junmo Kang, Gabriel Stanovsky, Dayne Freitag, Alan Ritter
EMNLP 2024 Findings
[paper] [code]