RED v2: Enhancing RED Dataset for Multi-Label Emotion Detection

no code implementations • LREC 2022 • Alexandra Ciobotaru, Mihai Vlad Constantinescu, Liviu P. Dinu, Stefan Dumitrescu

RED (Romanian Emotion Dataset) is a machine learning-based resource developed for the automatic detection of emotions in Romanian texts, containing single-label annotated tweets with one of the following emotions: joy, fear, sadness, anger and neutral.

Multi-Label Classification regression

RED: A Novel Dataset for Romanian Emotion Detection from Tweets

no code implementations • RANLP 2021 • Alexandra Ciobotaru, Liviu P. Dinu

In this article we present some features of our novel dataset, and create a benchmark to achieve the first supervised machine learning model for automatic Emotion Detection in Romanian short texts.

BIG-bench Machine Learning Opinion Mining +3