Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering

Zhiyong Wu, Yaoxiang Wang, Jiacheng Ye +1

Despite the surprising few-shot performance of in-context learning (ICL), it is still a common practice to randomly sample examples to serve as context. This paper advocates a new…