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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

Showing 2650 of 52 papers

TitleStatusHype
STAGE: Span Tagging and Greedy Inference Scheme for Aspect Sentiment Triplet ExtractionCode1
UnifiedABSA: A Unified ABSA Framework Based on Multi-task Instruction Tuning0
A Multi-Task Dual-Tree Network for Aspect Sentiment Triplet Extraction0
Structural Bias for Aspect Sentiment Triplet ExtractionCode1
Pretrained Language Encoders are Natural Tagging Frameworks for Aspect Sentiment Triplet Extraction0
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
Nonautoregressive Encoder-Decoder Neural Framework for End-to-End Aspect-Based Sentiment Triplet Extraction0
SAMBERT: Improve Aspect Sentiment Triplet Extraction by Segmenting the Attention Maps of BERT0
Aspect-Sentiment-Multiple-Opinion Triplet ExtractionCode0
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
Explicit Interaction Network for Aspect Sentiment Triplet Extraction0
A Unified Generative Framework for Aspect-Based Sentiment AnalysisCode1
Semantic and Syntactic Enhanced Aspect Sentiment Triplet Extraction0
Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet ExtractionCode1
Tell Me Why You Feel That Way: Processing Compositional Dependency for Tree-LSTM Aspect Sentiment Triplet Extraction (TASTE)0
First Target and Opinion then Polarity: Enhancing Target-opinion Correlation for Aspect Sentiment Triplet Extraction0
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis0
Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion ExtractionCode1
Position-Aware Tagging for Aspect Sentiment Triplet ExtractionCode1
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