Papers

• When Agents Commit Too Soon: Diagnosing Premature Commitment in LLM Agents (2026)
  Aman Mehta
  1.94
• The First Token Knows: Single-Decode Confidence for Hallucination Detection (2026)
  Mina Gabriel
  1.89
• Monitoring the Internal Monologue: Probe Trajectories Reveal Reasoning Dynamics (2026)
  Maciej Chrabąszcz et al.
  1.89
• Learning Conformal Abstention Policies for Adaptive Risk Management in Large Language and Vision-Language Models (2025)
  Sina Tayebati et al.
  1.28
• LUMINA: Detecting Hallucinations in RAG System with Context-Knowledge Signals (2025)
  Min-Hsuan Yeh et al.
  1.28
• EHR-R1: A Reasoning-Enhanced Foundational Language Model for Electronic Health Record Analysis (2025)
  Yusheng Liao et al.
  1.28
• Generalist Foundation Models Are Not Clinical Enough for Hospital Operations (2025)
  Lavender Y. Jiang et al.
  1.28