2 papers
cs.CL2026
PsyProbe: Proactive and Interpretable Dialogue through User State Modeling for Exploratory Counseling
Sohhyung Park, Hyunji Kang, Sungzoon Cho +1
Recent advances in large language models have enabled mental health dialogue systems, yet existing approaches remain predominantly reactive, lacking systematic user state modeling…
cs.LG2025
MoSSDA: A Semi-Supervised Domain Adaptation Framework for Multivariate Time-Series Classification using Momentum Encoder
Seonyoung Kim, Dongil Kim
Deep learning has emerged as the most promising approach in various fields; however, when the distributions of training and test data are different (domain shift), the performance…