一作ACL 2026Findings· Findings of ACL
Can LLM s Really Judge? A Progressive Argumentation-Mining Framework for Distinguishing Understanding from Aggregation
Fuyu Wang · Jiangtong Li · Kun Zhu · Changjun Jiang
摘要
Current evaluations of large language models (LLMs) mainly rely on dataset-based generation accuracy. However, generative correctness does not guarantee the discriminative capability required to verify solutions, frequently masking an inability to distinguish valid reasoning from plausible errors...