#WarTeam at SemEval-2017 Task 6: Using Neural Networks for Discovering Humorous Tweets
Iuliana Alexandra Fleșcan-Lovin-Arseni, Ramona Andreea Turcu, Cristina Sîrbu, Larisa Alexa, Sandra Maria Amarandei, Nichita Herciu, Constantin Scutaru, Diana Trandabăț, Adrian Iftene
Abstract
This paper presents the participation of #WarTeam in Task 6 of SemEval2017 with a system classifying humor by comparing and ranking tweets. The training data consists of annotated tweets from the @midnight TV show. #WarTeam’s system uses a neural network (TensorFlow) having inputs from a Naïve Bayes humor classifier and a sentiment analyzer.- Anthology ID:
- S17-2068
- Volume:
- Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017)
- Month:
- August
- Year:
- 2017
- Address:
- Vancouver, Canada
- Editors:
- Steven Bethard, Marine Carpuat, Marianna Apidianaki, Saif M. Mohammad, Daniel Cer, David Jurgens
- Venue:
- SemEval
- SIG:
- SIGLEX
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 407–410
- Language:
- URL:
- https://aclanthology.org/S17-2068
- DOI:
- 10.18653/v1/S17-2068
- Cite (ACL):
- Iuliana Alexandra Fleșcan-Lovin-Arseni, Ramona Andreea Turcu, Cristina Sîrbu, Larisa Alexa, Sandra Maria Amarandei, Nichita Herciu, Constantin Scutaru, Diana Trandabăț, and Adrian Iftene. 2017. #WarTeam at SemEval-2017 Task 6: Using Neural Networks for Discovering Humorous Tweets. In Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017), pages 407–410, Vancouver, Canada. Association for Computational Linguistics.
- Cite (Informal):
- #WarTeam at SemEval-2017 Task 6: Using Neural Networks for Discovering Humorous Tweets (Fleșcan-Lovin-Arseni et al., SemEval 2017)
- PDF:
- https://preview.aclanthology.org/ml4al-ingestion/S17-2068.pdf