Aspect Sentiment Triplet Extraction On Aste

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	F1	Paper Title	Repository
GTS	68.17	Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction
CONTRASTE	74.1	CONTRASTE: Supervised Contrastive Pre-training With Aspect-based Prompts For Aspect Sentiment Triplet Extraction
ASTE-RL	69.61	Aspect Sentiment Triplet Extraction Using Reinforcement Learning
MiniConGTS	75.59	MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction
SBN	74.34	A Span-level Bidirectional Network for Aspect Sentiment Triplet Extraction
GAS	72.16	Towards Generative Aspect-Based Sentiment Analysis
JET	63.83	Position-Aware Tagging for Aspect Sentiment Triplet Extraction
SPAN-ASTE	71.85	Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction
TOP	68.16	First Target and Opinion then Polarity: Enhancing Target-opinion Correlation for Aspect Sentiment Triplet Extraction	-
BARTABSA	67.62	A Unified Generative Framework for Aspect-Based Sentiment Analysis
NAT	72.84	Nonautoregressive Encoder-Decoder Neural Framework for End-to-End Aspect-Based Sentiment Triplet Extraction	-

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