Update README.md

Author: zhenyuhe00

README.md

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 [[Paper](https://arxiv.org/abs/2311.08252)] [[Blog](https://sites.google.com/view/rest-llm/)]
 
+## News
+🎉 2024-3-14: REST is accepted to **NAACL 2024**!
+
 ## Introduction
 
 REST is a retrieval-based speculative decoding method designed to boost generation speed of LLMs. Instead of relying on a draft language model like speculative decoding, REST utilizes a datastore to retrieve and employ draft tokens. Moreover, REST differs from blockwise parallel decoding and Medusa in that it doesn't require extra training steps. It functions as a plug-and-play solution capable of **accelerating any pre-existing language model**.