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Aspect Category Sentiment Analysis

Involves both detecting aspect-based categories and classifying the polarities of these categories. Therefore it combines the tasks of Aspect Category Detection (ACD) and Aspect Category Sentiment Classification (ACSC).

Papers

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Showing 1–18 of 18 papers

TitleStatusHype
ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating PredictionCode1
Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective KnowledgeCode1
New Benchmark Dataset and Fine-Grained Cross-Modal Fusion Framework for Vietnamese Multimodal Aspect-Category Sentiment AnalysisCode1
Sentence Constituent-Aware Aspect-Category Sentiment Analysis with Graph Attention NetworksCode1
Solving Aspect Category Sentiment Analysis as a Text Generation TaskCode1
Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment AnalysisCode1
MACSA: A Multimodal Aspect-Category Sentiment Analysis Dataset with Multimodal Fine-grained Aligned Annotations—0
A Joint Model for Aspect-Category Sentiment Analysis with Shared Sentiment Prediction Layer—0
A multi-task learning network using shared BERT models for aspect-based sentiment analysis—0
Aspect Based Sentiment Analysis with Self-Attention and Gated Convolutional Networks—0
GERestaurant: A German Dataset of Annotated Restaurant Reviews for Aspect-Based Sentiment Analysis—0
MMTL: The Meta Multi-Task Learning for Aspect Category Sentiment Analysis—0
From Stars to Insights: Exploration and Implementation of Unified Sentiment Analysis with Distant SupervisionCode0
A Multi-Task Incremental Learning Framework with Category Name Embedding for Aspect-Category Sentiment AnalysisCode0
Aspect Based Sentiment Analysis with Gated Convolutional NetworksCode0
AX-MABSA: A Framework for Extremely Weakly Supervised Multi-label Aspect Based Sentiment AnalysisCode0
Enhanced Coherence-Aware Network with Hierarchical Disentanglement for Aspect-Category Sentiment AnalysisCode0
FABSA: An aspect-based sentiment analysis dataset of user reviewsCode0
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