손지용Jy-yong Sohn

Beyond Uniform Detection: Adaptive Hallucination Detection for RAG Across Response Regimes

J. Park, S. Ryu, J. Sohn, J. Moon

Distributional Alignment as a Criterion for Designing Task Vectors in In-Context Learning

J. Kwon, J. Choi, J. Sohn

Fine-Tuning Without Forgetting In-Context Learning: A Theoretical Analysis of Linear Attention Models

C. Lee, J. Sohn, K. Lee

How to Correctly Report LLM-as-a-Judge Evaluations

C. Lee, T. Zeng, J. Jeong, J. Sohn, K. Lee

Same Concept, Different Directions: Cross-Modal Feature Heterogeneity in Sparse Autoencoders

C. Lee, J. Kwon, K. Min, J. Sohn

A Theoretical Framework for Preventing Class Collapse in Supervised Contrastive Learning

C. Lee, J. Oh, K. Lee, J. Sohn

Aligning Large Language Models for Cognitive Behavioral Therapy: A Proof-of-Concept Study

Y. Kim, C. Choi, S. Cho, J. Sohn, B.-H. Kim

Buffer-based Gradient Projection for Continual Federated Learning

S. Dai, J. Sohn, B. Chen, S. Alam, R. Balakrishnan, S. Banerjee, N. Himayat, K. Lee