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

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

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Fulltext (PDF; )

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