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Sentiment Analysis

1592 directly classified papers

Papers per year

Papers

DanceHA: A Multi-Agent Framework for Document-Level Aspect-Based Sentiment Analysis AAAI 2026
OX-MABSR: A Benchmark for Open-domain Explainable Multimodal Aspect-Based Sentiment Reasoning AAAI 2026
Recovering Coherent Affective Patterns: Addressing Modality Missing in Multimodal Sentiment Analysis AAAI 2026
A Multi-Aspect Evaluation Framework for Synthetic Data: Case Study on Irony and Sarcasm EACL 2026
A Transformer and Prototype-based Interpretable Model for Contextual Sarcasm Detection EACL 2026
ViGoEmotions: A Benchmark Dataset For Fine-grained Emotion Detection on Vietnamese Texts EACL 2026
Gender and Politeness Perception: A Novel Approach for Exploring Annotations Disagreement EACL 2026
Lost in Activations: A Neuron-level Analysis of Encoders for Cross-Lingual Emotion Detection EACL 2026
From Detection to Explanation: Modeling Fine-Grained Emotional Social Influence Techniques with LLMs and Human Preferences EACL 2026
Who You Are, What You Say: Intra- and Inter- Context Personality for Emotion Recognition in Conversation EACL 2026
Enhancing Urdu Sentiment Classification through Instruction-Tuned LLMs and Cross-Lingual Transfer EACL 2026
Reasoning Beyond Labels: Measuring LLM Sentiment in Low-Resource, Culturally Nuanced Contexts EACL 2026
From Pain to Praise: Aspect-Based Sentiment Analysis for Norwegian Patient Feedback EACL 2026
Predicting Convincingness in Political Speech: How Emotional Tone Shapes Persuasive Strength EACL 2026
DUT_IR at SemEval-2025 Task 11: Enhancing Multi-Label Emotion Classification with an Ensemble of Pre-trained Language Models and Large Language Models SEMEVAL 2025
TechSSN3 at SemEval-2025 Task 11: Multi-Label Emotion Detection Using Ensemble Transformer Models and Lexical Rules SEMEVAL 2025
Are You Sure You’re Positive? Consolidating Chain-of-Thought Agents with Uncertainty Quantification for Aspect-Category Sentiment Analysis ACL 2025
AI and Climate Change Discourse: What Opinions Do Large Language Models Present? ACL 2025
CIOL at SemEval-2025 Task 11: Multilingual Pre-trained Model Fusion for Text-based Emotion Recognition SEMEVAL 2025
Cross-cultural Sentiment Analysis of Social Media Responses to a Sudden Crisis Event ACL 2025
TechSSN3 at SemEval-2025 Task 11: Multi-Label Emotion Detection Using Ensemble Transformer Models and Lexical Rules ACL 2025
Team UBD at SemEval-2025 Task 11: Balancing Class and Task Importance for Emotion Detection ACL 2025
Beyond Context to Cognitive Appraisal: Emotion Reasoning as a Theory of Mind Benchmark for Large Language Models ACL 2025
Beyond Metrics: Evaluating LLMs Effectiveness in Culturally Nuanced, Low-Resource Real-World Scenarios ACL 2025
QoLAS: A Reddit Corpus of Health-Related Quality of Life Aspects of Mental Disorders ACL 2025