Nurudin Alvarez-Gonzalez

Uncovering the Limits of Text-based Emotion Detection

Identifying emotions from text is crucial for a variety of real world tasks. We consider the two largest now-available corpora for emotion classification: GoEmotions, with 58k messages labelled by readers, and Vent, with 33M writer-labelled messages. We design a benchmark and evaluate several featur…