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
- 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)
- PDF:
- https://preview.aclanthology.org/emnlp22-frontmatter/S19-2058.pdf