TY - GEN
T1 - Multilingual entity, relation, event and human value extraction
AU - Li, Manling
AU - Lin, Ying
AU - Hoover, Joseph
AU - Whitehead, Spencer
AU - Voss, Clare R.
AU - Dehghani, Morteza
AU - Ji, Heng
N1 - Publisher Copyright:
© 2019 The Association for Computational Linguistics.
PY - 2019
Y1 - 2019
N2 - This paper demonstrates a state-of-the-art endto- end multilingual (English, Russian, and Ukrainian) knowledge extraction system that can perform entity discovery and linking, relation extraction, event extraction, and coreference. It extracts and aggregates knowledge elements across multiple languages and documents as well as provides visualizations of the results along three dimensions: temporal (as displayed in an event timeline), spatial (as displayed in an event heatmap), and relational (as displayed in entity-relation networks). For our system to further support users' analyses of causal sequences of events in complex situations, we also integrate a wide range of human moral value measures, independently derived from region-based survey, into the event heatmap. This system is publicly available as a docker container and a live demo,1,2 with a video demonstrating the system3.
AB - This paper demonstrates a state-of-the-art endto- end multilingual (English, Russian, and Ukrainian) knowledge extraction system that can perform entity discovery and linking, relation extraction, event extraction, and coreference. It extracts and aggregates knowledge elements across multiple languages and documents as well as provides visualizations of the results along three dimensions: temporal (as displayed in an event timeline), spatial (as displayed in an event heatmap), and relational (as displayed in entity-relation networks). For our system to further support users' analyses of causal sequences of events in complex situations, we also integrate a wide range of human moral value measures, independently derived from region-based survey, into the event heatmap. This system is publicly available as a docker container and a live demo,1,2 with a video demonstrating the system3.
UR - http://www.scopus.com/inward/record.url?scp=85078014810&partnerID=8YFLogxK
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M3 - Conference contribution
AN - SCOPUS:85078014810
T3 - NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Demonstrations Session
SP - 110
EP - 115
BT - NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics
PB - Association for Computational Linguistics (ACL)
T2 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2019
Y2 - 2 June 2019 through 7 June 2019
ER -