Publications

Multi-lingual Extraction and Integration of Entities, Relations, Events and Sentiments into ColdStart++ KBs with the SAFT System.

Abstract

This paper describes our participation in the TAC-KBP 2017 Cold Start++ Knowledge Base Population task. Our SAFT system is a loosely-coupled integration of individual components processing documents in English, Spanish and Chinese. The system extracts entities, slot relations, event nuggets and arguments, performs entity linking against Freebase and event coreference, and also integrates sentiment relations extracted by external collaborators at Columbia and Cornell. The various extractions get combined, linked, deconflicted and integrated into a consistent knowledge base (one per language) for query-based evaluation.

Date
2017
Authors
Hans Chalupsky, Jun Araki, Eduard H Hovy, Andrew Hsi, Zhengzhong Liu, Xuezhe Ma, Evangelia Spiliopoulou, Shuxin Yao
Conference
TAC