Abstract Emotion Recognition in Conversations (ERC) is a key step towards successful
human–machine interaction. While the field has seen tremendous advancement in the last …

Emotion recognition is a vital task within Natural Language Processing (NLP) that involves
automatically identifying emotions from text. As the need for specialized and nuanced …

Fuzzy Fingerprints have been successfully used as an interpretable text classification
technique, but, like most other techniques, have been largely surpassed in performance by …

Empathy and emotion prediction are key components in the development of effective and
empathetic agents, amongst several other applications. The WASSA shared task on …

L'essor des modèles d'apprentissage profond a apporté une contribution significative à la
reconnaissance des émotions dans les conversations (ERC). Cependant, cette tâche reste …

In the context of large-scale pre-trained language models such as BERT or RoBERTa, they
exhibit outstanding performance in natural language processing tasks, but they suffer from a …