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An Initial Study of Indonesian Semantic Role Labeling and Its Application on Event Extraction

Abstract: 

Semantic role labeling (SRL) is a task to as- sign semantic role labels to sentence elements. This pa- per describes the initial development of an Indonesian semantic role labeling system and its application to extract event information from Tweets. We compare two feature types when designing the SRL systems: Word-to-Word and Phrase-to-Phrase. Our experiments showed that the Word- to-Word feature approach outperforms the Phrase-to-Phrase approach. The application of the SRL system to an event extraction problem resulted overlap-based accuracy of 0.94 for the actor identification.

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Paper Details

Authors:
Ayu Purwarianti, Lisa Madlberger
Submitted On:
21 November 2016 - 10:37pm
Short Link:
Type:
Presentation Slides
Event:
Presenter's Name:
Ade Romadhony
Paper Code:
33
Document Year:
2016
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Document Files

presentation_IALP2016_Ade.pdf

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[1] Ayu Purwarianti, Lisa Madlberger, "An Initial Study of Indonesian Semantic Role Labeling and Its Application on Event Extraction ", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/1289. Accessed: Jun. 25, 2017.
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url = {http://sigport.org/1289},
author = {Ayu Purwarianti; Lisa Madlberger },
publisher = {IEEE SigPort},
title = {An Initial Study of Indonesian Semantic Role Labeling and Its Application on Event Extraction },
year = {2016} }
TY - EJOUR
T1 - An Initial Study of Indonesian Semantic Role Labeling and Its Application on Event Extraction
AU - Ayu Purwarianti; Lisa Madlberger
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/1289
ER -
Ayu Purwarianti, Lisa Madlberger. (2016). An Initial Study of Indonesian Semantic Role Labeling and Its Application on Event Extraction . IEEE SigPort. http://sigport.org/1289
Ayu Purwarianti, Lisa Madlberger, 2016. An Initial Study of Indonesian Semantic Role Labeling and Its Application on Event Extraction . Available at: http://sigport.org/1289.
Ayu Purwarianti, Lisa Madlberger. (2016). "An Initial Study of Indonesian Semantic Role Labeling and Its Application on Event Extraction ." Web.
1. Ayu Purwarianti, Lisa Madlberger. An Initial Study of Indonesian Semantic Role Labeling and Its Application on Event Extraction [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/1289