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May, 2024
通用上下文学习基准测试
Benchmarking General Purpose In-Context Learning
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Fan Wang, Chuan Lin, Yang Cao, Yu Kang
TL;DR
通过增加上下文和记忆状态的规模，以提高在上下文中学习和推广能力，与普通的上下文学习相比，泛化性上下文学习（GPICL）在广泛的任务范围内扩展学习视野，并从较低的零样本基线开始。
Abstract
in-context learning
(ICL) capabilities is becoming increasingly appealing towards building
general intelligence
. Taking this concept one step further, we draw a parallel to humans and many animals, who inherit pr
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