OpenCodePapers

aspect-sentiment-triplet-extraction-on-aste

Sentiment AnalysisAspect Sentiment Triplet Extraction
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PaperCodeF1ModelNameReleaseDate
MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction✓ Link75.59MiniConGTS2024-06-17
A Span-level Bidirectional Network for Aspect Sentiment Triplet Extraction✓ Link74.34SBN2022-04-27
CONTRASTE: Supervised Contrastive Pre-training With Aspect-based Prompts For Aspect Sentiment Triplet Extraction✓ Link74.1CONTRASTE2023-10-24
Nonautoregressive Encoder-Decoder Neural Framework for End-to-End Aspect-Based Sentiment Triplet Extraction72.84NAT2021-12-03
Towards Generative Aspect-Based Sentiment Analysis✓ Link72.16GAS2021-08-01
Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction✓ Link71.85SPAN-ASTE2021-07-26
Aspect Sentiment Triplet Extraction Using Reinforcement Learning✓ Link69.61ASTE-RL2021-08-13
Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction✓ Link68.17GTS2020-10-09
First Target and Opinion then Polarity: Enhancing Target-opinion Correlation for Aspect Sentiment Triplet Extraction68.16TOP2021-02-17
A Unified Generative Framework for Aspect-Based Sentiment Analysis✓ Link67.62BARTABSA2021-06-08
Position-Aware Tagging for Aspect Sentiment Triplet Extraction✓ Link63.83JET2020-10-06
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