Bai, Fan (白帆)

About Me

I am a CS Ph.D. student at Georgia Tech advised by Prof. Alan Ritter, working on Natural Language Processing (NLP).

Preprints

• Schema-Driven Information Extraction from Heterogeneous Tables
  Fan Bai, Junmo Kang, Gabriel Stanovsky, Dayne Freitag, Alan Ritter
  arXiv
  [paper] [code]

Publications

• Entity Tracking via Effective Use of Multi-Task Learning Model and Mention-guided Decoding
  Janvijay Singh, Fan Bai, Zhen Wang
  EACL 2023
  [paper] [code]
• SynKB: Semantic Search for Synthetic Procedures
  Fan Bai, Alan Ritter, Peter Madrid, Dayne Freitag, John Niekrasz
  EMNLP Demo 2022
  [demo] [paper] [video] [code]
• Few-Shot Anaphora Resolution in Scientific Protocols via Mixtures of In-Context Experts
  Nghia T. Le, Fan Bai, Alan Ritter
  EMNLP (Findings) 2022
  [paper] [code]
• Pre-train or Annotate? Domain Adaptation with a Constrained Budget
  Fan Bai, Alan Ritter, Wei Xu
  EMNLP 2021
  [paper] [video] [code] [slides] [poster]
• Process-Level Representation of Scientific Protocols with Interactive Annotation
  Ronen Tamari, Fan Bai, Alan Ritter, Gabriel Stanovsky
  EACL 2021
  [paper] [demo] [code] [data]
• Structured Minimally Supervised Learning for Neural Relation Extraction
  Fan Bai, Alan Ritter
  NAACL 2019 (Oral)
  [paper] [code] [slides]

Teaching

• CS 7650: Natural Language Processing (Summer 2023), TA
  
• CS 4641: Machine Learning (Fall 2021), Head TA
  

Services

• ACL Rolling Review (21'-Present), Reviewer
• ACL (20'-23'), Program Committee
• EMNLP (18', 20'-23'), Program Committee
• NAACL (21'-22'), Program Committee