ActiveLLM: Large Language Model-based Active Learning for Textual Few-Shot Scenarios

Markus Bayer, Justin Lutz, Christian Reuter

Active learning is designed to minimize annotation efforts by prioritizing instances that most enhance learning. However, many active learning strategies struggle with a `cold-star…