OpenCodePapers
aspect-based-sentiment-analysis-absa-on-acos
Aspect-Based Sentiment Analysis (ABSA)
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Code
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ModelName
ReleaseDate
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MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction
✓ Link
43.92
61.54
MvP
2023-05-22
MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction
✓ Link
43.84
60.36
MvP (muilti-task)
2023-05-22
Improving Aspect Sentiment Quad Prediction via Template-Order Data Augmentation
✓ Link
43.64
59.99
DLO
2022-10-19
Aspect Sentiment Quad Prediction as Paraphrase Generation
✓ Link
43.51
61.16
Paraphrase
2021-10-02
UnifiedABSA: A Unified ABSA Framework Based on Multi-task Instruction Tuning
42.58
60.60
UnifiedABSA (multi-task)
2022-11-20
Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions
✓ Link
36.42
43.77
Extract-Classify
2021-08-01
Aspect Sentiment Quad Prediction as Paraphrase Generation
✓ Link
27.31
33.53
TAS-BERT
2021-10-02
MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction
✓ Link
37.71
ChatGPT (gpt-3.5-turbo, few-shot)
2023-05-22
MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction
✓ Link
27.11
ChatGPT (gpt-3.5-turbo, zero-shot)
2023-05-22