一作ACL 2026Poster· Natural Language Processing
How Long Reasoning Chains Influence LLM s’ Judgment of Answer Factuality
Minzhu Tu · Shiyu Ni · Keping Bi
摘要
Large language models (LLMs) are increasingly adopted as scalable judges for open-ended generation, yet how they form judgments remains insufficiently understood. Meanwhile, modern LLMs frequently produce answers accompanied by explicit reasoning, making reasoning chains a natural but understudie...