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Papers
AFourP at SemEval-2026 Task 2: Predicting Variation in Emotional Valence and Arousal over Time from Ecological Essays
SemEval 2026
Appraisal Trajectories in Narratives Reveal Distinct Patterns of Emotion Evocation
EACL 2026
A Unified View on Emotion Representation in Large Language Models
EACL 2026
Causal-ERC: A Multimodal Framework with Causal Prompting for Emotion Recognition in Conversations with Large Language Models
AAAI 2026
Cherish at SemEval-2026 Task 2: Enhancing RoBERTa-Based Models for Emotional Valence and Arousal Prediction in Ecological Essays with Personalized PLoRA and Temporal Embeddings
SemEval 2026
DementiaBank-Emotion: A Multi-Rater Emotion Annotation Corpus for Alzheimer’s Disease Speech (Version 1.0)
EACL 2026
Discovering and Causally Validating Emotion-Sensitive Neurons in Large Audio-Language Models
ACL 2026
Divide and Refine: Enhancing Multimodal Representation and Explainability for Emotion Recognition in Conversation
WACV 2026
Do LLMs Feel? Teaching Emotion Recognition with Prompts, Retrieval, and Curriculum Learning
AAAI 2026
EcoAffectTrack at SemEval-2026 Task 2: A Hierarchical DeBERTa-Transformer Framework with CCC Optimization for Longitudinal Affect Modeling
SemEval 2026
EmoS: A High-Fidelity Multimodal Benchmark for Fine-grained Streaming Emotional Understanding
ACL 2026
EmoThinker: Advancing Visual-Acoustic Emotion Analysis via Structural Token Selection and Chain-of-Thought Reasoning
CVPR 2026
Emotion and Intention Guided Multi-Modal Learning for Sticker Response Selection
AAAI 2026
Emotion-Coherent Reasoning for Multimodal LLMs via Emotional Rationale Verifier
AAAI 2026
Emotion-Conditioned Motion Sub-spaces with Flow Matching for Real-Time Audio-Driven Talking Heads
AAAI 2026
Emotion Recognition in Multi-Speaker Conversations through Speaker Identification, Knowledge Distillation, and Hierarchical Fusion
EACL 2026
EmoVid: A Multimodal Emotion Video Dataset for Emotion-Centric Video Understanding and Generation
AAAI 2026
ES4MLL at SemEval-2026 Task 2: Set Attention Aggregation and Recurrent Temporal Modeling for Longitudinal Affect Prediction
SemEval 2026
EthicMind: A Risk-Aware Framework for Ethical-Emotional Alignment in Multi-Turn Dialogue
ACL 2026
From Cognitive Priors to Instance Semantics: A Unified Framework for Multi-task Affective Computing
WACV 2026
HPSU: A Benchmark for Human-Level Perception in Real-World Spoken Speech Understanding
AAAI 2026
HumanVBench: Probing Human-Centric Video Understanding in MLLMs with Automatically Synthesized Benchmarks
CVPR 2026
Khaleesiyali at SemEval-2026 Task 2: Lexicon-Augmented RoBERTa for Valence–Arousal Regression on Ecological Essays
SemEval 2026
LexMachina at SemEval-2026 Task 2: Predicting Variation in Emotional Valence and Arousal over Time from Ecological Essays
SemEval 2026
Making Visual Dialogue More Engaging: A New Task, Method, and Metric
AAAI 2026