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Multilingual named entity recognition on spanish-english code-switched tweets using support vector machines

: Claeser, Daniel; Kent, Samantha; Felske, Dennis

	Association for Computational Linguistics -ACL-: Third Workshop on Computational Approaches to Linguistic Code-Switching 2018. Proceedings. Online resource : July 19, 2018, Melbourne, Australia San Francisco, Calif.: ACL, 2018 https://aclanthology.coli.uni-saarland.de/volumes/proceedings-of-the-third-workshop-on-computational-approaches-to-linguistic-code-switching ISBN: 978-1-948087-45-2 pp.132-137
	Workshop on Computational Approaches to Linguistic Code-Switching <3, 2018, Melbourne>

	English
	Conference Paper, Electronic Publication
	Fraunhofer FKIE ()

Abstract
This paper describes our system submission for the ACL 2018 shared task on named entity recognition (NER) in codeswitched Twitter data. Our best result (F1 = 53.65) was obtained using a Support Vector Machine (SVM) with 14 features combined with rule-based postprocessing.

: http://publica.fraunhofer.de/documents/N-503310.html