Emotion Analysis

Are Emotion and Rhetoric Neurons in LLM? Neuron Recognition and Adaptive Masking for Emotion-Rhetoric Prediction Steering ACL 2026 Characterizing and Evaluating Working Emotion Vocabularies in Multilingual Large Language Models ACL 2026 Draken at SemEval-2026 Task 2: Frozen BERT Embeddings with Ridge Regression for Predicting Emotional Valence and Arousal SemEval 2026 JoPR: Joint Emotion Perception and Reasoning for Conversational Emotion Recognition ACL 2026 McMaster NLP at SemEval-2026 Task 2: A Lightweight Multi-Feature System for Predicting Emotional Valence and Arousal over Time SemEval 2026 Persona-E²: A Human-Grounded Dataset for Personality-Shaped Emotional Responses to Textual Events ACL 2026 Perspicere at SemEval-2026 Task 2: Modeling Longitudinal Valence and Arousal via Dense Embeddings and Agentic Reasoning SemEval 2026 REG: Retrieval via Emotion Similarity for Guiding Empathetic Dialogue Generation ACL 2026 The Personalization Trap: How User Memory Alters Emotional Reasoning in LLMs ACL 2026 VAP-GameController at SemEval-2026 Task 2: Lexical-based and Emotion-Aware Approaches for Longtitudinal Emotion Prediction SemEval 2026 VerbaNex AI at SemEval-2026 Task 2: DeBERTa for Longitudinal Valence and Arousal Prediction SemEval 2026 Why Do Emotions Change? Appraisal-Guided Reasoning for Emotion–Cause Triplet Extraction in Conversations ACL 2026 An Appraisal Theoretic Approach to Modelling Affect Flow in Conversation Corpora CoNLL 2025 Howard University-AI4PC at SemEval-2025 Task 11: Combining Expert Personas via Prompting for Enhanced Multilingual Emotion Analysis SemEval 2025 Disambiguating Emotional Connotations of Words Using Contextualized Word Representations NAACL 2024 A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations ACL 2023 A Training-Free Debiasing Framework with Counterfactual Reasoning for Conversational Emotion Detection EMNLP 2023 Generative Emotion Cause Triplet Extraction in Conversations with Commonsense Knowledge EMNLP 2023 Pair-Based Joint Encoding with Relational Graph Convolutional Networks for Emotion-Cause Pair Extraction EMNLP 2022 Conditional Causal Relationships between Emotions and Causes in Texts EMNLP 2020 ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction ACL 2020 End-to-End Emotion-Cause Pair Extraction based on Sliding Window Multi-Label Learning EMNLP 2020 EmoBank: Studying the Impact of Annotation Perspective and Representation Format on Dimensional Emotion Analysis EACL 2017