TL;DR
EmoTxt is an open-source toolkit designed for emotion recognition from text, supporting both pre-trained models and custom training, validated on a dataset of online interactions.
Contribution
It is the first open-source toolkit enabling both emotion recognition and custom model training from text data.
Findings
Empirical evidence demonstrates EmoTxt's effective performance.
First open-source toolkit supporting emotion recognition and training.
Validated on 9K online interaction samples.
Abstract
We present EmoTxt, a toolkit for emotion recognition from text, trained and tested on a gold standard of about 9K question, answers, and comments from online interactions. We provide empirical evidence of the performance of EmoTxt. To the best of our knowledge, EmoTxt is the first open-source toolkit supporting both emotion recognition from text and training of custom emotion classification models.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Code & Models
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
