ICLHerd: Herding-Based Data Selection for LLMs with In-Context Learning as a Proxy.

arXiv:2610.27142v1 Announce Type: cross Abstract: Data selection plays a central role in modern large language model training, as the quality of training data strongly influences downstream performance. A common approach is to curate a development set that enc