Test-Time Augmentation for LLMs: Where to Inject Diversity at Inference Time.

arXiv:2608.09351v2 Announce Type: replace-cross Abstract: Aggregating several LLM responses to the same question can improve accuracy, but every method that does so must decide where the responses should differ. Established test-time scaling methods such as se