🏢 Instituto Superior Técnico, Universidade De Lisboa
Reranking Laws for Language Generation: A Communication-Theoretic Perspective
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Large Language Models
🏢 Instituto Superior Técnico, Universidade De Lisboa
Boost LLM reliability by adding redundancy! This paper uses a communication theory framework to show that generating multiple LLM outputs and reranking them significantly reduces errors, even with imp…