Deep Learning Based Part-of-Speech Tagging for Malayalam Twitter Data (Special Issue: Deep Learning Techniques for Natural Language Processing)

Deep Learning Based Part-of-Speech Tagging for Malayalam Twitter Data (Special Issue: Deep Learning Techniques for Natural Language Processing)

The paper addresses the problem of part-of-speech (POS) tagging for Malayalam tweets. The conversational style of posts/tweets/text in social media data poses a challenge in using general POS tagset for tagging the text. For the current work, a tagset was designed that contains 17 coarse tags and 99...

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Bibliographic Details
Main Authors: Kumar S., Kumar M. Anand, Soman K.P.
Format: Article
Language:English
Published: De Gruyter 2019-07-01
Series:Journal of Intelligent Systems
Subjects:
part-of-speech tagging
deep learning
recurrent neural network
long short-term memory
gated recurrent unit
bidirectional lstm
Online Access:https://doi.org/10.1515/jisys-2017-0520

Internet

https://doi.org/10.1515/jisys-2017-0520

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