Katerina Margatina

Active Learning Principles for In-Context Learning with Large Language Models

2023

The remarkable advancements in large language models (LLMs) have significantly enhanced predictive performance in few-shot learning settings. By using only a small number of labeled examples, referred to as demonstrations, LLMs can effectively perform the …