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Natural language semantic event extraction pipeline

Siaw, Nyuk Hiong and Kulathuramaiyer, Narayanan and Labadin, Jane (2013) Natural language semantic event extraction pipeline. In: 4th International Conference on Computing and Informatics (ICOCI 2013), 28 -30 August 2013, Kuching, Sarawak, Malaysia.

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This paper presents a novel contribution of this research which is an automated NLP pipeline for semantic event extraction and annotation (EveSem).The output from this research is an xml annotated semantic events. Temporal interpretation of event is incorporated by using the linguistic elements made available through the use of the tools. A preliminary evaluation showed that EveSem performed equally well as TIPSem in extracting verbal event with a precision of 85.42 and a recall of 89.13.This work can contribute towards automated annotation of semantic event corpus and event timeline construction as future research.

Item Type: Conference or Workshop Item (Paper)
Additional Information: ISBN: 9789832078791 Organized by: Universiti Utara Malaysia
Uncontrolled Keywords: natural language processing, information extraction, event extraction, semantic event
Subjects: Q Science > QA Mathematics > QA76 Computer software
Divisions: College of Arts and Sciences
Depositing User: Mrs. Norazmilah Yaakub
Date Deposited: 25 Aug 2014 07:05
Last Modified: 25 Aug 2014 07:05
URI: http://repo.uum.edu.my/id/eprint/12034

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