distraction detection 1driver state monitoring 1fatigue detection 1in-cabin emotion recognition 1multimodal dataset 1
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cs.CL2025
CARE-Bench: A Benchmark of Diverse Client Simulations Guided by Expert Principles for Evaluating LLMs in Psychological Counseling
Bichen Wang, Yixin Sun, Junzhe Wang +6
The mismatch between the growing demand for psychological counseling and the limited availability of services has motivated research into the application of Large Language Models (…
cs.CL2024
Data Uncertainty-Aware Learning for Multimodal Aspect-based Sentiment Analysis
Hao Yang, Zhenyu Zhang, Yanyan Zhao +1
As a fine-grained task, multimodal aspect-based sentiment analysis (MABSA) mainly focuses on identifying aspect-level sentiment information in the text-image pair. However, we obse…
cs.CL2024
Large Language Models Meet Text-Centric Multimodal Sentiment Analysis: A Survey
Hao Yang, Yanyan Zhao, Yang Wu +6
Compared to traditional sentiment analysis, which only considers text, multimodal sentiment analysis needs to consider emotional signals from multimodal sources simultaneously and…