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Zhenxu Tian

1 accepted papers

2025

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification

EMNLP 2025

Recent works have revealed the great potential of speculative decoding in accelerating the autoregressive generation process of large language models. The success of these methods relies on the alignment between draft candidates and the sampled outputs of the target model. Existing methods mainly ac