ALLabel: Three-stage Active Learning for LLM-based Entity Recognition using Demonstration Retrieval

Zihan Chen, Lei Shi, Weize Wu +2

Many contemporary data-driven research efforts in the natural sciences, such as chemistry and materials science, require large-scale, high-performance entity recognition from scien…