← Understanding
Natural Language Processing › Understanding ›

Sentiment Analysis

1592 directly classified papers

Papers per year

Papers

RD-MCSA: A Multi-Class Sentiment Analysis Approach Integrating In-Context Classification Rationales and Demonstrations EMNLP 2025
Error Comparison Optimization for Large Language Models on Aspect-Based Sentiment Analysis ACL 2025
Are Stereotypes Leading LLMs’ Zero-Shot Stance Detection ? EMNLP 2025
CULEMO: Cultural Lenses on Emotion - Benchmarking LLMs for Cross-Cultural Emotion Understanding ACL 2025
The Practical Impacts of Theoretical Constructs on Empathy Modeling EMNLP 2025
Can Third Parties Read Our Emotions? ACL 2025
Feature Decomposition-Augmentation Network for Multimodal Sentiment Analysis AACL 2025
Proxy-Driven Robust Multimodal Sentiment Analysis with Incomplete Data ACL 2025
MATO: A Model-Agnostic Training Optimization for Aspect Sentiment Triplet Extraction NAACL 2025
CoE: A Clue of Emotion Framework for Emotion Recognition in Conversations ACL 2025
EFSA-CLC: Enhancing Zero-shot Entity-level Financial Sentiment Analysis with Cross-lingual Collaboration AACL 2025
Cultural Bias Matters: A Cross-Cultural Benchmark Dataset and Sentiment-Enriched Model for Understanding Multimodal Metaphors ACL 2025
Enhanced Coherence-Aware Network with Hierarchical Disentanglement for Aspect-Category Sentiment Analysis COLING 2024
Linguistic Fingerprint in Transformer Models: How Language Variation Influences Parameter Selection in Irony Detection COLING 2024
Attitudes in Diplomatic Speeches: Introducing the CoDipA UNSC 1.0 COLING 2024
Argument-Based Sentiment Analysis on Forward-Looking Statements ACL 2024
Exploring Aspect-Based Sentiment Analysis Methodologies for Literary-Historical Research Purposes COLING 2024
Entity-Level Sentiment: More than the Sum of Its Parts ACL 2024
Comparing Tools for Sentiment Analysis of Danish Literature from Hymns to Fairy Tales: Low-Resource Language and Domain Challenges ACL 2024
Debiasing Multi-Entity Aspect-Based Sentiment Analysis with Norm-Based Data Augmentation COLING 2024
Exploring Language Models to Analyze Market Demand Sentiments from News ACL 2024
Annotating Evaluative Language: Challenges and Solutions in Applying Appraisal Theory COLING 2024
PejorativITy: Disambiguating Pejorative Epithets to Improve Misogyny Detection in Italian Tweets COLING 2024
Fluid Dynamics-Inspired Emotional Analysis in Shakespearean Tragedies: A Novel Computational Linguistics Methodology COLING 2024
Detection and Positive Reconstruction of Cognitive Distortion Sentences: Mandarin Dataset and Evaluation ACL 2024