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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 1–50 of 52 papers

TitleStatusHype
CONTRASTE: Supervised Contrastive Pre-training With Aspect-based Prompts For Aspect Sentiment Triplet ExtractionCode1
A semantically enhanced dual encoder for aspect sentiment triplet extractionCode1
Measuring Your ASTE Models in The Wild: A Diversified Multi-domain Dataset For Aspect Sentiment Triplet ExtractionCode1
MvP: Multi-view Prompting Improves Aspect Sentiment Tuple PredictionCode1
STAGE: Span Tagging and Greedy Inference Scheme for Aspect Sentiment Triplet ExtractionCode1
Structural Bias for Aspect Sentiment Triplet ExtractionCode1
Inheriting the Wisdom of Predecessors: A Multiplex Cascade Framework for Unified Aspect-based Sentiment AnalysisCode1
A Robustly Optimized BMRC for Aspect Sentiment Triplet ExtractionCode1
Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet ExtractionCode1
A Span-level Bidirectional Network for Aspect Sentiment Triplet ExtractionCode1
PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet ExtractionCode1
Aspect Sentiment Triplet Extraction Using Reinforcement LearningCode1
Towards Generative Aspect-Based Sentiment AnalysisCode1
Learning Span-Level Interactions for Aspect Sentiment Triplet ExtractionCode1
A Unified Generative Framework for Aspect-Based Sentiment AnalysisCode1
Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet ExtractionCode1
Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion ExtractionCode1
Position-Aware Tagging for Aspect Sentiment Triplet ExtractionCode1
A Multi-task Learning Framework for Opinion Triplet ExtractionCode1
Knowing What, How and Why: A Near Complete Solution for Aspect-based Sentiment AnalysisCode1
T-T: Table Transformer for Tagging-based Aspect Sentiment Triplet Extraction—0
Polish-ASTE: Aspect-Sentiment Triplet Extraction Datasets for Polish—0
Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction—0
Test-Time Code-Switching for Cross-lingual Aspect Sentiment Triplet Extraction—0
Train Once for All: A Transitional Approach for Efficient Aspect Sentiment Triplet ExtractionCode0
ASTE Transformer Modelling Dependencies in Aspect-Sentiment Triplet ExtractionCode0
Table-Filling via Mean Teacher for Cross-domain Aspect Sentiment Triplet Extraction—0
10 Years of Fair Representations: Challenges and Opportunities—0
Deep Content Understanding Toward Entity and Aspect Target Sentiment Analysis on Foundation ModelsCode0
MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet ExtractionCode0
E2TP: Element to Tuple Prompting Improves Aspect Sentiment Tuple PredictionCode0
Rethinking ASTE: A Minimalist Tagging Scheme Alongside Contrastive Learning—0
Dual Encoder: Exploiting the Potential of Syntactic and Semantic for Aspect Sentiment Triplet Extraction—0
Prompt Based Tri-Channel Graph Convolution Neural Network for Aspect Sentiment Triplet ExtractionCode0
FOAL: Fine-grained Contrastive Learning for Cross-domain Aspect Sentiment Triplet Extraction—0
Indo LEGO-ABSA: A Multitask Generative Aspect Based Sentiment Analysis for Indonesian LanguageCode0
A Pairing Enhancement Approach for Aspect Sentiment Triplet Extraction—0
Domain-Expanded ASTE: Rethinking Generalization in Aspect Sentiment Triplet ExtractionCode0
A Weak Supervision Approach for Few-Shot Aspect Based Sentiment—0
Improving Span-based Aspect Sentiment Triplet Extraction with Abundant Syntax KnowledgeCode0
A Better Choice: Entire-space Datasets for Aspect Sentiment Triplet ExtractionCode0
UnifiedABSA: A Unified ABSA Framework Based on Multi-task Instruction Tuning—0
A Multi-Task Dual-Tree Network for Aspect Sentiment Triplet Extraction—0
Pretrained Language Encoders are Natural Tagging Frameworks for Aspect Sentiment Triplet Extraction—0
Nonautoregressive Encoder-Decoder Neural Framework for End-to-End Aspect-Based Sentiment Triplet Extraction—0
SAMBERT: Improve Aspect Sentiment Triplet Extraction by Segmenting the Attention Maps of BERT—0
Aspect-Sentiment-Multiple-Opinion Triplet ExtractionCode0
Explicit Interaction Network for Aspect Sentiment Triplet Extraction—0
Semantic and Syntactic Enhanced Aspect Sentiment Triplet Extraction—0
Tell Me Why You Feel That Way: Processing Compositional Dependency for Tree-LSTM Aspect Sentiment Triplet Extraction (TASTE)—0
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