Multi-perspective thought navigation for source-free entity linking

Bohua Peng, Wei He, Bin Chen, Aline Villavicencio, Chengfu Wu

Abstract: Highlights•Adapting a pretrained entity linking model for entity queries of emerging domains.•Dynamically prompting a large language model with multiperspective thought navigation algorithm.•Harnessing topological data to mine hard negatives in contrastive learning.•Conceptualizing source-free entity linking.