Emotional Intelligence
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Benchmarks
EQ-Bench
Most implemented
OneEmo: A Unified Multimodal Reasoning Model for Emotion Perception, Understanding, and Interaction
Scaling Language Models: Methods, Analysis & Insights from Training Gopher
RLVER: Reinforcement Learning with Verifiable Emotion Rewards for Empathetic Agents
EmoMeta: A Multimodal Dataset for Fine-grained Emotion Classification in Chinese Metaphors
SAGE: Steering and Refining Dialog Generation with State-Action Augmentation
REALTALK: A 21-Day Real-World Dataset for Long-Term Conversation
Papers
ProFocus: Interpreting Affective Experience in Artistic Images with Progressive Visual Focusing
Interpreting the emotional responses triggered by images is central to achieving emotional intelligence. Compared with natural images, visual art is intentionally created to elicit emotional responses from its viewers th…
Representation LearningEmotional IntelligenceEmotion RecognitionOneEmo: A Unified Multimodal Reasoning Model for Emotion Perception, Understanding, and Interaction
Multimodal Large Language Models (MLLMs) have demonstrated remarkable capabilities in emotional intelligence. However, prevailing research predominantly focuses on task-specific specialization, often neglecting inter-tas…
Reinforcement LearningEmotional IntelligenceMultimodal ReasoningMulti-Task LearningMVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement
Affective Image Content Analysis (AICA) aims to recognize and understand emotions elicited by visual content, representing an indispensable step toward Artificial General Intelligence (AGI). However, despite the rapid pr…
Emotional IntelligenceEmotion InterpretationPersonalized Emotional Intelligence in Generative AI through Symbolic Affective Reasoning
Emotional intelligence enables humans to recognize emotions, infer their causes, reason about interventions, and modify their environment to achieve desired affective states. Despite recent advances in artificial intelli…
Emotional IntelligencePTEI: Integrating Personality Traits to Enhance Emotional Intelligence in Large Language Models
Despite advances in Emotional Intelligence (EI), Large Language Models (LLMs) still significantly underperform humans in complex emotional reasoning. This gap originates partly from the limited incorporation of individua…
Emotional IntelligenceContrastive LearningSpeechEQ: Benchmarking Emotional Intelligence Quotient in Socially Aware Voice Conversational Models
As multimodal conversational systems increasingly engage in spoken interaction, their ability to navigate paralinguistic social cues has become a critical bottleneck for natural human-AI communication. However, existing …
Speech Emotion RecognitionEmotional Intelligence