Pengfei Duan

Enhancing Zero-Shot Relation Extraction through Staged Interaction with Large Language Models

Zero-shot Relation Triplet Extraction (ZeroRTE) is a challenging yet valuable task that extracts relation triplets from unstructured texts for new relation types, significantly reducing the time and effort needed for data labeling. With the advancement of the zero-shot capabilities of large language…