Latent Self-Consistency for Reliable Majority-Set Selection in Short- and Long-Answer Reasoning

Jungsuk Oh, Jay-Yoon Lee

Probabilistic decoding in Large Language Models (LLMs) often yields inconsistent outputs, particularly on complex or long-form questions. Self-Consistency (SC) mitigates this for s…