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Sentiment Analysis

1592 directly classified papers

Papers per year

Papers

CEMTM: Contextual Embedding-based Multimodal Topic Modeling EMNLP 2025
Targeted Distillation for Sentiment Analysis EMNLP 2025
PunMemeCN: A Benchmark to Explore Vision-Language Models’ Understanding of Chinese Pun Memes EMNLP 2025
Are Stereotypes Leading LLMs’ Zero-Shot Stance Detection ? EMNLP 2025
The Good, the Bad and the Constructive: Automatically Measuring Peer Review’s Utility for Authors EMNLP 2025
Pixel Phantoms at SemEval-2025 Task 11: Enhancing Multilingual Emotion Detection with a T5 and mT5-Based Approach ACL 2025
Chinchunmei at SemEval-2025 Task 11: Boosting the Large Language Model’s Capability of Emotion Perception using Contrastive Learning ACL 2025
Hassles and Uplifts Detection on Social Media Narratives IJCNLP 2025
Bridging Modality Gap for Effective Multimodal Sentiment Analysis in Fashion-related Social Media COLING 2025
tinaal at SemEval-2025 Task 11: Enhancing Perceived Emotion Intensity Prediction with Boosting Fine-Tuned Transformers ACL 2025
Feature Decomposition-Augmentation Network for Multimodal Sentiment Analysis AACL 2025
Minimizing Queries, Maximizing Impact: Adaptive Score-Based Attack and Defense for Sentiment Analysis AACL 2025
Proxy Tuning for Financial Sentiment Analysis: Overcoming Data Scarcity and Computational Barriers COLING 2025
Explainable Ethical Assessment on Human Behaviors by Generating Conflicting Social Norms AACL 2025
Modeling the Differential Prevalence of Online Supportive Interactions in Private Instant Messages of Adolescents NAACL 2025
Irony Detection in Hebrew Documents: A Novel Dataset and an Evaluation of Neural Classification Methods NAACL 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
Exploring LLM Priming Strategies for Few-Shot Stance Classification ACL 2025
AI and Climate Change Discourse: What Opinions Do Large Language Models Present? ACL 2025
Cross-cultural Sentiment Analysis of Social Media Responses to a Sudden Crisis Event ACL 2025
Are You Sure You’re Positive? Consolidating Chain-of-Thought Agents with Uncertainty Quantification for Aspect-Category Sentiment Analysis ACL 2025
Cultural Bias Matters: A Cross-Cultural Benchmark Dataset and Sentiment-Enriched Model for Understanding Multimodal Metaphors ACL 2025
CIOL at SemEval-2025 Task 11: Multilingual Pre-trained Model Fusion for Text-based Emotion Recognition ACL 2025
Inter-sentence Context Modeling and Structure-aware Representation Enhancement for Conversational Sentiment Quadruple Extraction EMNLP 2025