UWAV at SemEval-2017 Task 7: Automated feature-based system for locating puns

Ankit Vadehra


Abstract
In this paper we describe our system created for SemEval-2017 Task 7: Detection and Interpretation of English Puns. We tackle subtask 1, pun detection, by leveraging features selected from sentences to design a classifier that can disambiguate between the presence or absence of a pun. We address subtask 2, pun location, by utilizing a decision flow structure that uses presence or absence of certain features to decide the next action. The results obtained by our system are encouraging, considering the simplicity of the system. We consider this system as a precursor for deeper exploration on efficient feature selection for pun detection.
Anthology ID:
S17-2077
Volume:
Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017)
Month:
August
Year:
2017
Address:
Vancouver, Canada
Venue:
*SEMEVAL
SIGs:
SIGLEX | SIGSEM
Publisher:
Association for Computational Linguistics
Note:
Pages:
449–452
Language:
URL:
https://www.aclweb.org/anthology/S17-2077
DOI:
10.18653/v1/S17-2077
Bib Export formats:
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PDF:
http://aclanthology.lst.uni-saarland.de/S17-2077.pdf