Unified Examination of Entity Linking in Absence of Candidate Sets

arXiv:2404.11061v1 Announce Type: new
Abstract: Despite remarkable strides made in the development of entity linking systems in recent years, a comprehensive comparative analysis of these systems using a unified framework is notably absent. This paper addresses this oversight by introducing a new black-box benchmark and conducting a comprehensive evaluation of all state-of-the-art entity linking methods. We use an ablation study to investigate the impact of candidate sets on the performance of entity linking. Our findings uncover exactly how much such …

abstract analysis arxiv benchmark box comparative analysis cs.cl development evaluation framework oversight paper systems type