D18-2022@ACL

Total: 1

#1 Integrating Knowledge-Supported Search into the INCEpTION Annotation Platform [PDF] [Copy] [Kimi1]

Authors: Beto Boullosa ; Richard Eckart de Castilho ; Naveen Kumar ; Jan-Christoph Klie ; Iryna Gurevych

Annotating entity mentions and linking them to a knowledge resource are essential tasks in many domains. It disambiguates mentions, introduces cross-document coreferences, and the resources contribute extra information, e.g. taxonomic relations. Such tasks benefit from text annotation tools that integrate a search which covers the text, the annotations, as well as the knowledge resource. However, to the best of our knowledge, no current tools integrate knowledge-supported search as well as entity linking support. We address this gap by introducing knowledge-supported search functionality into the INCEpTION text annotation platform. In our approach, cross-document references are created by linking entity mentions to a knowledge base in the form of a structured hierarchical vocabulary. The resulting annotations are then indexed to enable fast and yet complex queries taking into account the text, the annotations, and the vocabulary structure.