3 papers
cs.CL2026
MisconceptDialogue: Evaluation Criteria Shape Measured Success in LLM Math Tutoring
Woojin Lee, Yoonkyu Woo, Jinah Kim +2
Large language models are increasingly used as math tutors, raising two questions: can a single LLM detect a student's error, diagnose the underlying misconception, and remediate i…
cs.AI2026
YouRA: A Persistent-State Architecture for Evidence-Traceable Autonomous Research Agents
Yoonkyu Woo, Woojin Lee, Jin-Xia Huang
End-to-end research agents can now produce complete scientific papers, yet manuscript claims often diverge from executed experiments. This gap is structural: research state, failur…
cs.SD2026
Comparing Self-Supervised and Domain-Invariant Features for Cross-Domain Voice Phishing Detection
Jeongmin Lee, Seung Yun, Minkyu Lee +3
Voice phishing detection faces three critical challenges: real criminal recordings are unavailable due to privacy constraints; when available, only a handful of samples exist, insu…