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0 results for “decoding methods”
Beyond Tokens: A Survey on Decoding Methods for Large Language and Vision-Language Models
A new arXiv survey paper synthesizes recent advances in inference-time decoding methods for LLMs and LVLMs, framing them as an efficient, scalable alternative to training-stage alignment techniques.
Aug 18, 2026
Attention-Guided Layer Selection for Contrastive Decoding in Large Language Models
Researchers introduced three new attention-guided layer selection strategies for contrastive decoding in LLMs to improve factuality, outperforming DoLa on TruthfulQA multi-answer metrics.
Jul 28, 2026
Adaptive Multi-Step Lookahead Decoding for Diffusion Language Models
Researchers introduced AdaLook, an adaptive multi-step lookahead decoding method for masked diffusion language models that dynamically adjusts rollout depth based on candidate-score variance to improve the accuracy–decoding steps trade-off.
Jul 20, 2026