COINBench: Moving Beyond Individual Perspectives to Collective Intent Understanding

Xiaozhe Li, Tianyi Lyu, Siyi Yang +6

Understanding human intent is a high-level cognitive challenge for Large Language Models (LLMs), requiring sophisticated reasoning over noisy, conflicting, and non-linear discourse…