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20242026
most citedSafety Alignment of Large Language Models via Contrasting Safe and Harmful Distributions

2 citations · 4 across the 5 of their papers we have counts for

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2 papers · 1 filter

cs.CL2025

POSS: Position Specialist Generates Better Draft for Speculative Decoding

Langlin Huang, Chengsong Huang, Jixuan Leng +2

Speculative decoding accelerates Large Language Model (LLM) inference by using a small draft model to predict multiple tokens, and a large target model to verify these tokens in pa…

cs.AI2025★ 1 cited

Skewed Memorization in Large Language Models: Quantification and Decomposition

Hao Li, Di Huang, Ziyu Wang +1

Memorization in Large Language Models (LLMs) poses privacy and security risks, as models may unintentionally reproduce sensitive or copyrighted data. Existing analyses focus on ave…