Fan Bai
Scholar

Fan Bai

Google Scholar ID: CLc9XQIAAAAJ
Johns Hopkins University
LLMNLPML
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
312
 
H-index
7
 
i10-index
6
 
Publications
11
 
Co-authors
0
 
Contact
Emailfbaiwork@gamil.comCVOpen ↗TwitterOpen ↗GitHubOpen ↗
Publications
7 items
Verb-ICL: Rethinking In-Context Learning for Structured Prediction
2026
Cited
0
PrimeScientist: Strategic Allocation of Research Effort in Autonomous Research
2026
Cited
0
Not Another Text Benchmark: Putting the "Visual" Back in Visual Question Answering for Large Video Models
2026
Cited
0
Mind2Dialogue: Training Human-Aware Language Models by Simulating User Mental States
2026
Cited
0
Agent-as-Peer-Debriefer: A Multi-Agent Framework with Perspective-Based Refinement for Qualitative Analysis
2026
Cited
0
Reading, Not Thinking: Understanding and Bridging the Modality Gap When Text Becomes Pixels in Multimodal LLMs
2026
Cited
0
FIRE-Bench: Evaluating Agents on the Rediscovery of Scientific Insights
2026
Cited
0
Resume
Academic Achievements
  • Label-Guided In-Context Learning for Named Entity Recognition, EMNLP 2025
  • What Is Seen Cannot Be Unseen: The Disruptive Effect of Knowledge Conflict on Large Language Models, arXiv
  • Give me Some Hard Questions: Synthetic Data Generation for Clinical QA, ML4H 2024 Findings
  • PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization, ICLR 2024
  • Schema-Driven Information Extraction from Heterogeneous Tables, EMNLP 2024 Findings