2 papers
cs.AI2026
Reasoning Traces Shape Outputs but Models Won't Say So
Yijie Hao, Lingjie Chen, Ali Emami +1
Can we trust the reasoning traces that large reasoning models (LRMs) produce? We investigate whether these traces faithfully reflect what drives model outputs, and whether models w…
cs.CL2025
Beyond Facts: Evaluating Intent Hallucination in Large Language Models
Yijie Hao, Haofei Yu, Jiaxuan You
When exposed to complex queries containing multiple conditions, today's large language models (LLMs) tend to produce responses that only partially satisfy the query while neglectin…