Aspect Sentiment Triplet Extraction

Aspect Sentiment Triplet Extraction (ASTE) is the task of extracting the triplets of target entities, their associated sentiment, and opinion spans explaining the reason for the sentiment.

Papers

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Showing 1–10 of 52 papers

Title	Date	Tasks	Status	Hype	Score
Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction	Oct 9, 2020	Aspect-Sentiment-Opinion Triplet ExtractionAspect Sentiment Triplet Extraction	CodeCode Available	1	5
Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet Extraction	Mar 13, 2021	Aspect Sentiment Triplet ExtractionMachine Reading Comprehension	CodeCode Available	1	5
Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction	May 1, 2022	Aspect Sentiment Triplet ExtractionRelation	CodeCode Available	1	5
A Multi-task Learning Framework for Opinion Triplet Extraction	Oct 4, 2020	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	1	5
A Unified Generative Framework for Aspect-Based Sentiment Analysis	Jun 8, 2021	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	1	5
A Robustly Optimized BMRC for Aspect Sentiment Triplet Extraction	Jul 1, 2022	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	1	5
A semantically enhanced dual encoder for aspect sentiment triplet extraction	Jun 14, 2023	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	1	5
CONTRASTE: Supervised Contrastive Pre-training With Aspect-based Prompts For Aspect Sentiment Triplet Extraction	Oct 24, 2023	Aspect Sentiment Triplet ExtractionAspect Term Extraction and Sentiment Classification	CodeCode Available	1	5
Aspect Sentiment Triplet Extraction Using Reinforcement Learning	Aug 13, 2021	Aspect Sentiment Triplet Extractionreinforcement-learning	CodeCode Available	1	5
Inheriting the Wisdom of Predecessors: A Multiplex Cascade Framework for Unified Aspect-based Sentiment Analysis	Jul 30, 2022	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	1	5

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