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Emotion Analysis

16 papers

Papers per year

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Papers

Are Emotion and Rhetoric Neurons in LLM? Neuron Recognition and Adaptive Masking for Emotion-Rhetoric Prediction Steering ACL 2026
Why Do Emotions Change? Appraisal-Guided Reasoning for Emotion–Cause Triplet Extraction in Conversations ACL 2026
REG: Retrieval via Emotion Similarity for Guiding Empathetic Dialogue Generation ACL 2026
Persona-E²: A Human-Grounded Dataset for Personality-Shaped Emotional Responses to Textual Events ACL 2026
JoPR: Joint Emotion Perception and Reasoning for Conversational Emotion Recognition ACL 2026
Characterizing and Evaluating Working Emotion Vocabularies in Multilingual Large Language Models ACL 2026
The Personalization Trap: How User Memory Alters Emotional Reasoning in LLMs ACL 2026
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
ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction ACL 2020
Conditional Causal Relationships between Emotions and Causes in Texts EMNLP 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