3 papers
cs.CL2025
Formalizing Style in Personal Narratives
Gustave Cortal, Alain Finkel
Personal narratives are stories authors construct to make meaning of their experiences. Style, the distinctive way authors use language to express themselves, is fundamental to how…
cs.CV2024
Textualized and Feature-based Models for Compound Multimodal Emotion Recognition in the Wild
Nicolas Richet, Soufiane Belharbi, Haseeb Aslam +8
Systems for multimodal emotion recognition (ER) are commonly trained to extract features from different modalities (e.g., visual, audio, and textual) that are combined to predict i…
cs.CL2024
Improving Language Models for Emotion Analysis: Insights from Cognitive Science
Constant Bonard, Gustave Cortal
We propose leveraging cognitive science research on emotions and communication to improve language models for emotion analysis. First, we present the main emotion theories in psych…