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 1–10 of 18 papers

Title	Date	Tasks	Status	Hype	Score
ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction	Mar 11, 2021	Aspect Category Sentiment AnalysisSentiment Analysis	CodeCode Available	1	5
Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge	Nov 1, 2021	Aspect Category Sentiment Analysisgraph construction	CodeCode Available	1	5
Solving Aspect Category Sentiment Analysis as a Text Generation Task	Oct 14, 2021	Aspect Category Sentiment AnalysisSentiment Analysis	CodeCode Available	1	5
Sentence Constituent-Aware Aspect-Category Sentiment Analysis with Graph Attention Networks	Oct 4, 2020	Aspect Category DetectionAspect Category Sentiment Analysis	CodeCode Available	1	5
New Benchmark Dataset and Fine-Grained Cross-Modal Fusion Framework for Vietnamese Multimodal Aspect-Category Sentiment Analysis	May 1, 2024	Aspect Category Sentiment AnalysisMultimodal Sentiment Analysis	CodeCode Available	1	5
Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis	Oct 6, 2020	Aspect Category Sentiment AnalysisMulti-Label Learning	CodeCode Available	1	5
From Stars to Insights: Exploration and Implementation of Unified Sentiment Analysis with Distant Supervision	May 2, 2023	Aspect Category DetectionAspect Category Sentiment Analysis	CodeCode Available	0	5
A Multi-Task Incremental Learning Framework with Category Name Embedding for Aspect-Category Sentiment Analysis	Oct 6, 2020	Aspect Category Sentiment AnalysisDecoder	CodeCode Available	0	5
Aspect Based Sentiment Analysis with Gated Convolutional Networks	May 18, 2018	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	0	5
AX-MABSA: A Framework for Extremely Weakly Supervised Multi-label Aspect Based Sentiment Analysis	Nov 7, 2022	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	0	5

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