Siyin Wang

Bayesian Example Selection Improves In-Context Learning for Speech, Text, and Visual Modalities

2024 · arXiv (Cornell University)

Large language models (LLMs) can adapt to new tasks through in-context learning (ICL) based on a few examples presented in dialogue history without any model parameter update. Despite such convenience, the performance of ICL heavily …