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Emo-tica at SemEval-2026 Task 2: Trait–State Affect Forecaster for Longitudinal Valence and Arousal SemEval 2026 Emotion-Wheel-Guided Audio-Referred Text Representation for Multimodal Emotion Recognition in Conversation ACL 2026 ES4R: Speech Encoding Based on Prepositive Affective Modeling for Empathetic Response Generation ACL 2026 Feeling Rules in Language Models: Mapping Norms of Emotional Appropriateness Across Roles, Institutions, and Intensity ACL 2026 From Cognitive Priors to Instance Semantics: A Unified Framework for Multi-task Affective Computing WACV 2026 From Mixed Backgrounds to NLP Skills EACL 2026 Human or LLM as Standardized Patients? A Comparative Study in Medical Education ACL 2026 Improving Hate Speech Detection by Fusing Textual and User Interaction Representations in Online Communities ACL 2026 JanusMM: A Benchmark for Self-Deprecation Understanding in Real-World Multimodal Conversations ACL 2026 JoPR: Joint Emotion Perception and Reasoning for Conversational Emotion Recognition ACL 2026 Khaleesiyali at SemEval-2026 Task 2: Lexicon-Augmented RoBERTa for Valence–Arousal Regression on Ecological Essays SemEval 2026 lamanhnguyen at SemEval-2026 Task 2: Uncovering Lexical Bias and Momentum Lag in Longitudinal Emotion Prediction using Multi-task DeBERTa SemEval 2026 Language Technology Initiative: Framework for Teaching NLP and Computational Linguistics at the Universities in Latvia EACL 2026 LLM-MC-Affect: LLM-Based Monte Carlo Modeling of Affective Trajectories and Latent Ambiguity for Interpersonal Dynamic Insight ACL 2026 Locate and Explain: Joint Multimodal Emotion Cause Extraction and Summarization in Conversation ACL 2026 Luring as a Proxy: Evaluating Corpus Transferability for Cybergrooming Detection ACL 2026 Mapping the Circumplex of Affect: Geometric Analysis of Emotion Representations via Hyperspherical Contrastive Learning ACL 2026 McMaster NLP at SemEval-2026 Task 2: A Lightweight Multi-Feature System for Predicting Emotional Valence and Arousal over Time SemEval 2026 MMTutorBench: The First Multimodal Benchmark for AI Math Tutoring ACL 2026 MuSACo: Multimodal Subject-Specific Selection and Adaptation for Expression Recognition with Co-Training WACV 2026 Nano-EmoX: Unifying Multimodal Emotional Intelligence from Perception to Empathy CVPR 2026 NLP-FSDM at SemEval-2026 Task 2: Temporal Smoothing and CCC-MAE Optimization for Balanced Longitudinal Affect Assessment SemEval 2026 NLPGroup8 at SemEval-2026 Task 2: Diverse Ensembles and Hierarchical Transformers for Emotional State Prediction 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 Ordinal-Aware Multimodal Engagement Recognition for Collaborative Learning WACV 2026