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Revealing Personality Traits: A New Benchmark Dataset for Explainable Personality Recognition on Dialogues
Lei Sun, Jinming Zhao, Qin Jin
Personality recognition aims to identify the personality traits implied in user data such as dialogues and social media posts. Current research predominantly treats personality rec…
ESCoT: Towards Interpretable Emotional Support Dialogue Systems
Tenggan Zhang, Xinjie Zhang, Jinming Zhao +2
Understanding the reason for emotional support response is crucial for establishing connections between users and emotional support dialogue systems. Previous works mostly focus on…
Adaptive Temporal Motion Guided Graph Convolution Network for Micro-expression Recognition
Fengyuan Zhang, Zhaopei Huang, Xinjie Zhang +1
Micro-expressions serve as essential cues for understanding individuals' genuine emotional states. Recognizing micro-expressions attracts increasing research attention due to its v…
ECR-Chain: Advancing Generative Language Models to Better Emotion-Cause Reasoners through Reasoning Chains
Zhaopei Huang, Jinming Zhao, Qin Jin
Understanding the process of emotion generation is crucial for analyzing the causes behind emotions. Causal Emotion Entailment (CEE), an emotion-understanding task, aims to identif…