emotion prediction

"AGI” Team at SemEval-2026 Task 2: Predicting Variation in Emotional Valence and Arousal over Time from Ecological Essays SemEval 2026 CuriosAI at SemEval-2026 Task 2: Predicting Emotion using RoBERTa-large model SemEval 2026 UAlberta at SemEval-2026 Task 2: Temporal Fusion Models for Predicting Affect Over Time SemEval 2026 VAP-GameController at SemEval-2026 Task 2: Lexical-based and Emotion-Aware Approaches for Longtitudinal Emotion Prediction SemEval 2026 A-SMiLE: Affective Sparse Mixture-of-Experts Adapter with Multi-Task Learning for Spoken Dialogue Models Interspeech 2025 CAPE: A Chinese Dataset for Appraisal-based Emotional Generation in Large Language Models NAACL 2025 Empaths at SemEval-2025 Task 11: Retrieval-Augmented Approach to Perceived Emotions Prediction SemEval 2025 Language Models Predict Empathy Gaps Between Social In-groups and Out-groups NAACL 2025 PychoAgent: Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events EMNLP 2025 Token-Level Logits Matter: A Closer Look at Speech Foundation Models for Ambiguous Emotion Recognition Interspeech 2025 Analyzing Key Factors Influencing Emotion Prediction Performance of VLLMs in Conversational Contexts EMNLP 2024 ConText at WASSA 2024 Empathy and Personality Shared Task: History-Dependent Embedding Utterance Representations for Empathy and Emotion Prediction in Conversations ACL 2024 Dual-Constrained Dynamical Neural ODEs for Ambiguity-aware Continuous Emotion Prediction Interspeech 2024 Emotional Cues Extraction and Fusion for Multi-modal Emotion Prediction and Recognition in Conversation Interspeech 2024 EmpatheticFIG at WASSA 2024 Empathy and Personality Shared Task: Predicting Empathy and Emotion in Conversations with Figurative Language ACL 2024 Empathify at WASSA 2024 Empathy and Personality Shared Task: Contextualizing Empathy with a BERT-Based Context-Aware Approach for Empathy Detection ACL 2024 Enhancing Emotion Prediction in News Headlines: Insights from ChatGPT and Seq2Seq Models for Free-Text Generation COLING 2024 Fraunhofer SIT at WASSA 2024 Empathy and Personality Shared Task: Use of Sentiment Transformers and Data Augmentation With Fuzzy Labels to Predict Emotional Reactions in Conversations and Essays ACL 2024 hyy33 at WASSA 2024 Empathy and Personality Shared Task: Using the CombinedLoss and FGM for Enhancing BERT-based Models in Emotion and Empathy Prediction from Conversation Turns ACL 2024 Improved Text Emotion Prediction Using Combined Valence and Arousal Ordinal Classification NAACL 2024 Zhenmei at WASSA-2024 Empathy and Personality Shared Track 2 Incorporating Pearson Correlation Coefficient as a Regularization Term for Enhanced Empathy and Emotion Prediction in Conversational Turns ACL 2024 Emotion Awareness in Multi-utterance Turn for Improving Emotion Prediction in Multi-Speaker Conversation Interspeech 2023 Transformer-based Prediction of Emotional Reactions to Online Social Network Posts ACL 2023 Language Model-Based Emotion Prediction Methods for Emotional Speech Synthesis Systems Interspeech 2022 SURREY-CTS-NLP at WASSA2022: An Experiment of Discourse and Sentiment Analysis for the Prediction of Empathy, Distress and Emotion ACL 2022