OpenCodePapers

aspect-based-sentiment-analysis-on-semeval-6

Aspect-Based Sentiment Analysis (ABSA)
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PaperCodeF1ModelNameReleaseDate
Large language models for aspect-based sentiment analysis✓ Link83.76gpt-3.5 finetuned2023-10-27
InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis✓ Link79.34InstructABSA2023-02-16
A Simple yet Effective Framework for Few-Shot Aspect-Based Sentiment Analysis✓ Link71.16FS-ABSA2023-07-18
GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis✓ Link70.71GRACE2020-09-22
Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification✓ Link68.06SPAN2019-06-10
Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis✓ Link63.4RACL-BERT2020-07-01
Exploiting BERT for End-to-End Aspect-based Sentiment Analysis✓ Link61.12BERT-E2E-ABSA2019-10-02
DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction✓ Link60.35DOER2019-06-05
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis✓ Link58.37IMN2019-06-17
A Unified Model for Opinion Target Extraction and Target Sentiment Prediction✓ Link57.9E2E-TBSA2018-11-13
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