1 citations · 1 across the 5 of their papers we have counts for
6 papers
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…
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…
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…
Sequence-to-Sequence Language Models for Character and Emotion Detection in Dream Narratives
Gustave Cortal
The study of dreams has been central to understanding human (un)consciousness, cognition, and culture for centuries. Analyzing dreams quantitatively depends on labor-intensive, man…
Emotion Recognition based on Psychological Components in Guided Narratives for Emotion Regulation
Gustave Cortal, Alain Finkel, Patrick Paroubek +1
Emotion regulation is a crucial element in dealing with emotional events and has positive effects on mental health. This paper aims to provide a more comprehensive understanding of…
Natural Language Processing for Cognitive Analysis of Emotions
Gustave Cortal, Alain Finkel, Patrick Paroubek +1
Emotion analysis in texts suffers from two major limitations: annotated gold-standard corpora are mostly small and homogeneous, and emotion identification is often simplified as a…