Where Do LLM Ensemble Gains Come From? Decomposing Candidate Value, Diversity, and Aggregation.

arXiv:2610.18786v2 Announce Type: replace-cross Abstract: LLM ensemble gains are often measured against a single baseline, but the value attributed to additional candidates can change with the comparison used. We study an LLM aggregator under four matched cond