APCD: Adaptive Path-Contrastive Decoding for Reliable Large Language Model Generation
arXiv:2605.09492v1 Announce Type: cross
Abstract: Large language models (LLMs) often suffer from hallucinations due to error accumulation in autoregressive decoding, where suboptimal early token choices misguide subsequent generation. Although multi-p…