Task-Dependent Evaluation of LLM Output Homogenization: A Taxonomy-Guided Framework
arXiv:2509.21267v3 Announce Type: replace Abstract: Large language models often generate homogeneous outputs, but whether this is problematic depends on the specific task. For objective math tasks, re