Aspect Based Sentiment Analysis On Semeval 7
Metrics
Laptop (F1)
Restaurant (F1)
Results
Performance results of various models on this benchmark
Model Name | Laptop (F1) | Restaurant (F1) | Paper Title | Repository |
|---|---|---|---|---|
| RNCRF | 78.42 | 69.74 | Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis | - |
| InstructABSA | 92.30 | 92.76 | InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis | |
| BERT-PT | 84.26 | 77.97 | BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis | |
| SyMux | 78.99 | 84.45 | Inheriting the Wisdom of Predecessors: A Multiplex Cascade Framework for Unified Aspect-based Sentiment Analysis |
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