Entropy-informed Decoding: Adaptive Information-Driven Branching

Benjamin Patrick Evans, Sumitra Ganesh, Leo Ardon

Large language models (LLMs) achieve remarkable generative performance, yet their output quality is dependent on the decoding strategy. While sampling-based methods (e.g., top-k, n…