6 papers
ComPASS: Towards Personalized Agentic Social Support via Tool-Augmented Companionship
Zhaopei Huang, Yanfeng Jia, Jiayi Zhao +3
Developing compassionate interactive systems requires agents to not only understand user emotions but also provide diverse, substantive support. While recent works explore empathet…
IntentionESC: An Intention-Centered Framework for Enhancing Emotional Support in Dialogue Systems
Xinjie Zhang, Wenxuan Wang, Qin Jin
In emotional support conversations, unclear intentions can lead supporters to employ inappropriate strategies, inadvertently imposing their expectations or solutions on the seeker.…
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…