Jane Pan

1. What In-Context Learning "Learns" In-Context: Disentangling Task Recognition and Task Learning
   2023/05/16 by Jane Pan, Tianyu Gao, Pan, Jane +5 · 17 citations
   Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
2. Reasoning Models Know When They're Right: Probing Hidden States for Self-Verification
   2025/04/07 by Anqi Zhang, Yulin Chen, Zhang, Anqi +11 · 37 citations
   Computer Science · #Topic Modeling #Intelligent Tutoring Systems and Adaptive Learning #Advanced Graph Neural Networks
3. Spontaneous Reward Hacking in Iterative Self-Refinement
   2024/07/05 by Jane Pan, Pan, Jane, He He +5 · 2 citations
   Computer Science · Engineering · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Manufacturing Process and Optimization #Robot Manipulation and Learning