APCD: Adaptive Path-Contrastive Decoding for Reliable Large Language Model Generation.

arXiv:2605.09492v3 Announce Type: replace-cross Abstract: Reliable text generation is critical for deploying large language models (LLMs) in real-world applications, particularly in high-stakes domains such as medicine. To improve factual reliability, various