A Multi-Level Alignment and Cross-Modal Unified Semantic Graph Refinement Network for Conversational Emotion Recognition

X Zhang, W Cui, B Hu, Y Li - IEEE Transactions on Affective …, 2024 - ieeexplore.ieee.org
Emotion recognition in conversation (ERC) based on multiple modalities has attracted
enormous attention. However, most research simply concatenated multimodal …

MASANet: Multi-Aspect Semantic Auxiliary Network for Visual Sentiment Analysis

J Cen, C Qing, H Ou, X Xu, J Tan - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Recently, multi-modal affective computing has demonstrated that introducing multi-modal
information can enhance performance. However, multi-modal research faces significant …

Emotion Recognition in Conversation Based on a Dynamic Complementary Graph Convolutional Network

Z Yang, X Li, Y Cheng, T Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Emotion recognition in conversation (ERC) is a widely used technology in both affective
dialogue bots and dialogue recommendation scenarios, where motivating a system to …

A Dual Contrastive Learning Framework for Enhanced Multimodal Conversational Emotion Recognition

Y **e, CJ Sun, Z Cao, B Liu, Z Ji, Y Liu… - Proceedings of the 31st …, 2025 - aclanthology.org
Abstract Multimodal Emotion Recognition in Conversations (MERC) identifies utterance
emotions by integrating both contextual and multimodal information from dialogue videos …

[PDF][PDF] Enhancing Emotionâ\euro “Cause Pair Extraction in Conversation With Contextual Information

J Lee, DJ Jeong, JY Bak - Authorea Preprints, 2023 - techrxiv.org
To generate more emotionally human-like responses, it is important for the chatbot to not
only infer the emotions of interlocutors, but also consider the underlying causes of these …

Emotion Contextual Fusion Network: a Simple yet Versatile Approach for Emotion Recognition in Textual Conversations

N Luca, D Gifu, D Trandabat - Procedia Computer Science, 2024 - Elsevier
Emotion detection in conversational settings holds significant importance across various
domains, such as customer service, mental health support, and virtual assistants. In this …

[PDF][PDF] Emotion climate recognition during peers' conversation using machine, deep learning, and affect dynamics

G Alhussein - 2023 - khazna.ku.ac.ae
Emotion recognition is an emerging field of study that aims to develop intelligent systems
capable of identifying, interpreting, and responding to human emotions. This thesis focuses …