Fully Connected Neural Network with Advance Preprocessor to Identify Aggression over Facebook and Twitter

Kashyap Raiyani, Teresa Gonçalves, Paulo Quaresma, Vitor Beires Nogueira


Abstract
Paper presents the different methodologies developed & tested and discusses their results, with the goal of identifying the best possible method for the aggression identification problem in social media.
Anthology ID:
W18-4404
Volume:
Proceedings of the First Workshop on Trolling, Aggression and Cyberbullying (TRAC-2018)
Month:
August
Year:
2018
Address:
Santa Fe, New Mexico, USA
Venues:
COLING | TRAC | WS
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
28–41
Language:
URL:
https://aclanthology.org/W18-4404
DOI:
Bibkey:
Cite (ACL):
Kashyap Raiyani, Teresa Gonçalves, Paulo Quaresma, and Vitor Beires Nogueira. 2018. Fully Connected Neural Network with Advance Preprocessor to Identify Aggression over Facebook and Twitter. In Proceedings of the First Workshop on Trolling, Aggression and Cyberbullying (TRAC-2018), pages 28–41, Santa Fe, New Mexico, USA. Association for Computational Linguistics.
Cite (Informal):
Fully Connected Neural Network with Advance Preprocessor to Identify Aggression over Facebook and Twitter (Raiyani et al., 2018)
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PDF:
https://aclanthology.org/W18-4404.pdf