Aspect Category Sentiment Analysis
1개 벤치마크 · 논문 20편 · 이 태스크의 논문 보기 →
Benchmarks
FABSA
Most implemented
Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge
New Benchmark Dataset and Fine-Grained Cross-Modal Fusion Framework for Vietnamese Multimodal Aspect-Category Sentiment Analysis
Enhanced Coherence-Aware Network with Hierarchical Disentanglement for Aspect-Category Sentiment Analysis
FABSA: An aspect-based sentiment analysis dataset of user reviews
Papers
Annotation Quality in Aspect-Based Sentiment Analysis: A Case Study Comparing Experts, Students, Crowdworkers, and Large Language Model
Aspect-Based Sentiment Analysis (ABSA) enables fine-grained opinion analysis by identifying sentiments toward specific aspects or targets within a text. While ABSA has been widely studied for English, research on other l…
Aspect Category Sentiment AnalysisFine-Grained Opinion AnalysisEmotion-Enhanced Multi-Task Learning with LLMs for Aspect Category Sentiment Analysis
Aspect category sentiment analysis (ACSA) has achieved remarkable progress with large language models (LLMs), yet existing approaches primarily emphasize sentiment polarity while overlooking the underlying emotional dime…
Aspect Category Sentiment AnalysisMulti-Task LearningGERestaurant: A German Dataset of Annotated Restaurant Reviews for Aspect-Based Sentiment Analysis
We present GERestaurant, a novel dataset consisting of 3,078 German language restaurant reviews manually annotated for Aspect-Based Sentiment Analysis (ABSA). All reviews were collected from Tripadvisor, covering a diver…
Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)Aspect Category DetectionAspect Category Sentiment Analysis+1New Benchmark Dataset and Fine-Grained Cross-Modal Fusion Framework for Vietnamese Multimodal Aspect-Category Sentiment Analysis
The emergence of multimodal data on social media platforms presents new opportunities to better understand user sentiments toward a given aspect. However, existing multimodal datasets for Aspect-Category Sentiment Analys…
Aspect Category Sentiment AnalysisMultimodal Sentiment AnalysisSentiment AnalysisVietnamese Datasets+3Enhanced Coherence-Aware Network with Hierarchical Disentanglement for Aspect-Category Sentiment Analysis
Aspect-category-based sentiment analysis (ACSA), which aims to identify aspect categories and predict their sentiments has been intensively studied due to its wide range of NLP applications. Most approaches mainly utiliz…
Aspect Category Sentiment AnalysisDisentanglementSentenceSentiment AnalysisFABSA: An aspect-based sentiment analysis dataset of user reviews
Aspect-based sentiment analysis (ABSA) aims at automatically extracting aspects of entities and classifying the polarity of each extracted aspect. The majority of available ABSA systems heavily rely on manually annotated…
Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)Aspect Category DetectionAspect Category Polarity+3