TDBot at SemEval-2019 Task 3: Context Aware Emotion Detection Using A Conditioned Classification Approach

Sourabh Maity


Abstract
With the system description it is shown how to use the context information while detecting the emotion in a dialogue. Some guidelines about how to handle emojis was also laid out. While developing this system I realized the importance of pre-processing in conversational text data, or in general NLP related tasks; it can not be over emphasized.
Anthology ID:
S19-2058
Volume:
Proceedings of the 13th International Workshop on Semantic Evaluation
Month:
June
Year:
2019
Address:
Minneapolis, Minnesota, USA
Editors:
Jonathan May, Ekaterina Shutova, Aurelie Herbelot, Xiaodan Zhu, Marianna Apidianaki, Saif M. Mohammad
Venue:
SemEval
SIG:
SIGLEX
Publisher:
Association for Computational Linguistics
Note:
Pages:
335–339
Language:
URL:
https://aclanthology.org/S19-2058
DOI:
10.18653/v1/S19-2058
Bibkey:
Cite (ACL):
Sourabh Maity. 2019. TDBot at SemEval-2019 Task 3: Context Aware Emotion Detection Using A Conditioned Classification Approach. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 335–339, Minneapolis, Minnesota, USA. Association for Computational Linguistics.
Cite (Informal):
TDBot at SemEval-2019 Task 3: Context Aware Emotion Detection Using A Conditioned Classification Approach (Maity, SemEval 2019)
Copy Citation:
PDF:
https://aclanthology.org/S19-2058.pdf