2024
Enhancing Contextual Understanding in Large Language Models through Contrastive Decoding
NAACL 2024long
Large language models (LLMs) tend to inadequately integrate input context during text generation, relying excessively on encoded prior knowledge in model parameters, potentially resulting in generated text with factual inconsistencies or contextually unfaithful content. LLMs utilize two primary know…