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 21–30 of 52 papers

Title	Date	Tasks	Status	Score
Domain-Expanded ASTE: Rethinking Generalization in Aspect Sentiment Triplet Extraction	May 23, 2023	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	5
ASTE Transformer Modelling Dependencies in Aspect-Sentiment Triplet Extraction	Sep 23, 2024	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	5
Prompt Based Tri-Channel Graph Convolution Neural Network for Aspect Sentiment Triplet Extraction	Dec 18, 2023	Aspect Sentiment Triplet ExtractionTriplet	CodeCode Available	5
A Better Choice: Entire-space Datasets for Aspect Sentiment Triplet Extraction	Dec 18, 2022	Aspect Sentiment Triplet ExtractionExtract Aspect	CodeCode Available	5
Deep Content Understanding Toward Entity and Aspect Target Sentiment Analysis on Foundation Models	Jul 4, 2024	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	5
MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction	Jun 17, 2024	Aspect Sentiment Triplet ExtractionTriplet	CodeCode Available	5
Train Once for All: A Transitional Approach for Efficient Aspect Sentiment Triplet Extraction	Nov 29, 2024	AllAspect Sentiment Triplet Extraction	CodeCode Available	5
E2TP: Element to Tuple Prompting Improves Aspect Sentiment Tuple Prediction	May 10, 2024	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	5
Aspect-Sentiment-Multiple-Opinion Triplet Extraction	Oct 14, 2021	Aspect Sentiment Triplet ExtractionExtract Aspect	CodeCode Available	5
Improving Span-based Aspect Sentiment Triplet Extraction with Abundant Syntax Knowledge	Dec 23, 2022	Aspect-Based Sentiment AnalysisAspect Sentiment Triplet Extraction	CodeCode Available	5

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