2025
ALW: Adaptive Layer-Wise contrastive decoding enhancing reasoning ability in Large Language Models
ACL 2025finding
Large language models (LLMs) have achieved remarkable performance across various reasoning tasks. However, many LLMs still encounter challenges in reasoning, especially for LLMs with fewer parameters or insufficient pre-training data. Through our experiments, we identify that noise accumulation acro…