Emotion Recognition

Adversarial Metric Learning for Fine-Grained Emotion Classification ACL 2026 AFourP at SemEval-2026 Task 2: Predicting Variation in Emotional Valence and Arousal over Time from Ecological Essays SemEval 2026 "AGI” Team at SemEval-2026 Task 2: Predicting Variation in Emotional Valence and Arousal over Time from Ecological Essays SemEval 2026 Ajman University at SemEval-2026 Task 2: Overcoming Scale Collapse in Temporal Emotion Modeling via Residual Learning SemEval 2026 BALM: A Model-Agnostic Framework for Balanced Multimodal Learning under Imbalanced Missing Rates CVPR 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 CuriosAI at SemEval-2026 Task 2: Predicting Emotion using RoBERTa-large model SemEval 2026 Discovering and Causally Validating Emotion-Sensitive Neurons in Large Audio-Language Models ACL 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-Wheel-Guided Audio-Referred Text Representation for Multimodal Emotion Recognition in Conversation ACL 2026 ERCThinker: Fast-Slow Thinking for Emotion Recognition in Conversation ACL 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 Momentum at SemEval-2026 Task 2: LongVA-RoBERTa, a transformer-Based Longitudinal Valence and Arousal Modeling SemEval 2026 On the Emotion Understanding of Synthesized Speech ACL 2026 UKPPsycontrol at SemEval-2026 Task 2: Modeling Valence and Arousal Dynamics from Text SemEval 2026 VAP-GameController at SemEval-2026 Task 2: Lexical-based and Emotion-Aware Approaches for Longtitudinal Emotion Prediction SemEval 2026 A Cross-Modal Densely Guided Knowledge Distillation Based on Modality Rebalancing Strategy for Enhanced Unimodal Emotion Recognition IJCAI 2025 Advancing Emotion Recognition via Ensemble Learning: Integrating Speech, Context, and Text Representations Interspeech 2025 AKCIT at SemEval-2025 Task 11: Investigating Data Quality in Portuguese Emotion Recognition SemEval 2025 CAMER: Contribution-Aware Multimodal Emotion Recognition Interspeech 2025 Characterization of voice cue sensitivity and vocal emotion recognition across the adult lifespan Interspeech 2025 CSECU-Learners at SemEval-2025 Task 11: Multilingual Emotion Recognition and Intensity Prediction with Language-tuned Transformers and Multi-sample Dropout SemEval 2025