Latest Research in Affective Multimodal Intelligence

Top Research Topics in Affective Multimodal Intelligence

• Emotion and Mood Recognition — 19 papers
• Computer Vision and Pattern Recognition — 18 papers
• Computation and Language — 13 papers
• Artificial Intelligence — 7 papers
• Multimedia — 6 papers
• Sentiment Analysis and Opinion Mining — 5 papers
• Sound — 4 papers
• Human-Computer Interaction — 2 papers
• Language, Linguistics, Cultural Analysis — 2 papers
• Machine Learning — 1 papers

Highest-Cited Papers

1. moroccan_nlp: Linguistic Resources and Models for Moroccan Darija and Arabic (1 citations)
2. Knowledge-Guided Multimodal Reasoning over Interacting Streams for Video-Level Ambivalence and Hesitancy Recognition
3. Generation or Judgement? A Paradigm Perspective on LLM-Based Emotion-Cause Pair Extraction in Conversation
4. AtmosERC: Modeling Dialogue-Level Affective Atmosphere for Emotion Recognition in Conversation
5. Facial-Expression-Aware Prompting for Empathetic LLM Tutoring
6. Attention Bidirectional Gated Fusion Based Multimodal Intent Recognition Under Uncertain Missing Modalities
7. AMRD: Adaptive Multi-Teacher Relational Distillation for Lightweight Speech Emotion Recognition
8. Emotion Collider: Dual Hyperbolic Mirror Manifolds for Sentiment Recovery via Anti Emotion Reflection
9. Enhancing Text-Based Emotion Detection in Turkish and English: A Sentence-Level Enrichment Approach Using BERT and DistilBERT
10. Latency-Aware Hybrid Transformer–Capsule Network for Audio-Visual Emotion Recognition in Edge–Fog–Cloud Environments
11. A graph-guided cross-modal attention network for multimodal emotion recognition via emotion-shift modeling
12. EmotionAI: A Privacy-Preserving Computational Intelligence Pipeline for Speech-Emotion-Grounded Conversational Analysis
13. COTEA: capsule-optimized tri-modal expert alignment for multimodal sentiment analysis
14. Do Visual Features Improve Other-Initiated Repair Detection? A Dyadic Multimodal Approach
15. EmoAgent-R1: Towards Multimodal Emotion Understanding with Reinforcement Learning-based Dynamic Agent Specialization
16. Lightweight multimodal EEG emotion recognition with cross-modal calibration for digital visual interaction
17. Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation
18. MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement
19. MAFN: Multimodal Attention Fusion Network for Emotion Recognition
20. Learning the Arabic Dialect Continuum as a Continuous Space: A Regression Approach to Speaker Origin Prediction

Sub-Regions

• Sound — 25 papers
• Emotion and Mood Recognition — 17 papers
• Sentiment Analysis and Opinion Mining — 17 papers
• Computer Vision and Pattern Recognition — 17 papers
• Artificial Intelligence — 13 papers
• Computation and Language — 12 papers