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Attention and LoRA-based multimodal emotion detection system.

In the field of sentiment analysis, understanding the complex range of human emotions from product reviews presents a formidable challenge, especially when considering the multimodal nature of contemporary datasets. This paper introduces a new approach to emotion detection by using the synergistic p...

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Published in:Language Resources & Evaluation Vol. 59; no. 3; pp. 2929 - 2945
Main Authors: Gorai, Joy, Shaw, Dilip Kumar
Format: Conference Paper/Materials
Published: Springer Nature Sep2025
Subjects:
Emotion recognition
Sentiment analysis
Amazon.com Inc.
Product reviews
Detection algorithms
Long short-term memory
Convolutional neural networks
Machine learning
Online Access:View this record in EBSCOhost