Bai, Fan
(白帆)
About Me
Postdoctoral Fellow (w/ Mark Dredze)
Center for Language and Speech Processing, Johns Hopkins University
Research Interests
- Accelerating scientific discovery through machine intelligence
- Developing learning paradigm for long-horizon tasks
- Human-centered collaboration with weak/strong models
Selected Papers
- Schema-Driven Information Extraction from Heterogeneous Tables
Fan Bai, Junmo Kang, Gabriel Stanovsky, Dayne Freitag, Alan Ritter
[paper] [code] - 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
[paper] [code] - SynKB: Semantic Search for Synthetic Procedures
Fan Bai, Alan Ritter, Peter Madrid, Dayne Freitag, John Niekrasz
[demo] [paper] [video] [code] - Pre-train or Annotate? Domain Adaptation with a Constrained Budget
Fan Bai, Alan Ritter, Wei Xu
[paper] [video] [code] [slides] [poster]