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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 1–25 of 52 papers

TitleStatusHype
Towards Generative Aspect-Based Sentiment AnalysisCode1
A Multi-task Learning Framework for Opinion Triplet ExtractionCode1
Structural Bias for Aspect Sentiment Triplet ExtractionCode1
A Unified Generative Framework for Aspect-Based Sentiment AnalysisCode1
PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet ExtractionCode1
MvP: Multi-view Prompting Improves Aspect Sentiment Tuple PredictionCode1
Knowing What, How and Why: A Near Complete Solution for Aspect-based Sentiment AnalysisCode1
STAGE: Span Tagging and Greedy Inference Scheme for Aspect Sentiment Triplet ExtractionCode1
Inheriting the Wisdom of Predecessors: A Multiplex Cascade Framework for Unified Aspect-based Sentiment AnalysisCode1
Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion ExtractionCode1
Learning Span-Level Interactions for Aspect Sentiment Triplet ExtractionCode1
Measuring Your ASTE Models in The Wild: A Diversified Multi-domain Dataset For Aspect Sentiment Triplet ExtractionCode1
Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet ExtractionCode1
A Robustly Optimized BMRC for Aspect Sentiment Triplet ExtractionCode1
CONTRASTE: Supervised Contrastive Pre-training With Aspect-based Prompts For Aspect Sentiment Triplet ExtractionCode1
A semantically enhanced dual encoder for aspect sentiment triplet extractionCode1
Position-Aware Tagging for Aspect Sentiment Triplet ExtractionCode1
A Span-level Bidirectional Network for Aspect Sentiment Triplet ExtractionCode1
Aspect Sentiment Triplet Extraction Using Reinforcement LearningCode1
Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet ExtractionCode1
MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet ExtractionCode0
ASTE Transformer Modelling Dependencies in Aspect-Sentiment Triplet ExtractionCode0
Indo LEGO-ABSA: A Multitask Generative Aspect Based Sentiment Analysis for Indonesian LanguageCode0
E2TP: Element to Tuple Prompting Improves Aspect Sentiment Tuple PredictionCode0
Aspect-Sentiment-Multiple-Opinion Triplet ExtractionCode0
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