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
- Editors:
- Ritesh Kumar, Atul Kr. Ojha, Marcos Zampieri, Shervin Malmasi
- Venue:
- TRAC
- SIG:
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 28–41
- Language:
- URL:
- https://aclanthology.org/W18-4404
- DOI:
- 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., TRAC 2018)
- PDF:
- https://preview.aclanthology.org/ingest-bitext-workshop/W18-4404.pdf