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Jun, 2024
FastMem:快速记忆提示优化大型语言模型的上下文意识
FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models
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Junyi Zhu, Shuochen Liu, Yu Yu, Bo Tang, Yibo Yan...
TL;DR
通过快速记忆引导文本,FastMem 方法提高了大型语言模型的上下文感知能力,从而显著提升阅读理解、文本摘要和输出结构的准确性。
Abstract
large language models
(LLMs) excel in generating coherent text, but they often struggle with
context awareness
, leading to inaccuracies in tasks requiring faithful adherence to provided information. We introduce
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