Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning

Quanyu Long, Wenya Wang, Sinno Jialin Pan

Large language models (LLMs) have showcased their capability with few-shot inference known as in-context learning. However, in-domain demonstrations are not always readily availabl…