2 papers
cs.AI2026
Quantifying Consistency in LLM Logical Reasoning via Structural Uncertainty
Baishali Chaudhury, Mengdie Flora Wang, Hyunji Hayley Park +3
Large language models can arrive at the same answer through reasoning paths that are unstable, contradictory, or difficult to rank consistently -- a failure mode especially prevale…
cs.CV2026
CompAgent: An Agentic Framework for Visual Compliance Verification
Rahul Ghosh, Baishali Chaudhury, Hari Prasanna Das +5
Visual compliance verification is a critical yet underexplored problem in computer vision, especially in domains such as media, entertainment, and advertising where content must ad…