valence arousal

BertKittens at SemEval-2026 Task 3: Multi-Domain Aspect Sentiment with BERT/DeBERTa Ensembles for VA Regression and Aspect–Opinion–VA Triplets SemEval 2026 CITD@UIT at SemEval-2026 Task 2: Temporal Mixture-of-Experts for Longitudinal Valence and Arousal Prediction from Ecological Essays SemEval 2026 CSIRO-LT at SemEval-2026 Task 2: In-the-Wild Valence and Arousal Forecasting on Ecological Text Time Series SemEval 2026 CYUT at SemEval-2026 Task 3: Multi-Task Dimensional Aspect Sentiment Regression with Polar Multi-Zone Labeling in VA Space SemEval 2026 EMOD: A Unified EEG Emotion Representation Framework Leveraging V-A Guided Contrastive Learning AAAI 2026 LogSigma at SemEval-2026 Task 3: Uncertainty-Weighted Multitask Learning for Dimensional Aspect-Based Sentiment Analysis SemEval 2026 NCL-BU at SemEval-2026 Task 3: Fine-tuning XLM-RoBERTa for Multilingual Dimensional Sentiment Regression SemEval 2026 NYCU Speech Lab at SemEval-2026 Task 3: Heterogeneous Model Ensemble with Adaptive Weighted Voting for Dimensional Aspect Sentiment Quadruplet Extraction SemEval 2026 One and Only at SemEval-2026 Task 2: Evaluating Zero-Shot Autonomous LLM Agents and Heuristic Proxies in Ecological Affect Forecasting SemEval 2026 SCUZANE at SemEval-2026 Task 3: Dimensional Aspect-based Sentiment Analysis with Supervised Contrastive Regression and R-Drop Regularization SemEval 2026 SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment Analysis (DimABSA) SemEval 2026 The Classics at SemEval-2026 Task 3: Combining Transformer Models and LLM-Generated Annotations for Dimensional Aspect-Based Sentiment Analysis SemEval 2026 Language-based Valence and Arousal Expressions between the United States and China: a Cross-Cultural Examination NAACL 2025 FindingEmo: An Image Dataset for Emotion Recognition in the Wild NeurIPS 2024 Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learning ACL 2024 SAMSEMO: New dataset for multilingual and multimodal emotion recognition Interspeech 2024 VEATIC: Video-Based Emotion and Affect Tracking in Context Dataset WACV 2024 Cross-linguistic Emotion Perception in Human and TTS Voices Interspeech 2023 Emotion-Aware Music Recommendation AAAI 2023 Predicting Perceived Music Emotions with Respect to Instrument Combinations AAAI 2023 Affect-Aware Machine Learning Models for Deception Detection AAAI 2021 Exploring Text and Audio Embeddings for Multi-Dimension Elderly Emotion Recognition Interspeech 2020 ASR-based Features for Emotion Recognition: A Transfer Learning Approach ACL 2018 A Three-Layer Emotion Perception Model for Valence and Arousal-Based Detection from Multilingual Speech Interspeech 2018 Emotion Representation Mapping for Automatic Lexicon Construction (Mostly) Performs on Human Level COLING 2018