Aspect Extraction on Laptop SemEval 2014 (test)
92.3F1 ScoreInstructABSA2
Evaluation Results
| Method | Links | |
|---|---|---|
| InstructABSA2Version=22023.02 | 92.3 | |
| InstructABSA22024.05 | 92.3 | |
| InstructABSA1Version=12023.02 | 91.4 | |
| InstructABSA12024.05 | 91.4 | |
| IT-RER-ABSAk=42024.05 | 90.05 | |
| GRACE2023.02 | 87.93 | |
| GRACE2024.05 | 87.93 | |
| H-SUMepochs=42020.10 | 86.09 | |
| P-SUMepochs=42020.10 | 85.94 | |
| BERT-PTepochs=302020.10 | 85.93 | |
| BAT2020.10 | 85.57 | |
| BERT-PT*epochs=4, model_selection=proposed2020.10 | 85.57 | |
| BERT-PT2020.10 | 84.26 | |
| BARTABSA2023.02 | 83.52 | |
| BARTABSA2024.05 | 83.52 | |
| SPAN2024.05 | 83.35 | |
| MiniConGTS2024.06 | 82.62 | |
| GPT2medModel version=Medium2023.02 | 82.04 | |
| GPT2med2024.05 | 82.04 | |
| DE-CNN2020.10 | 81.59 | |
| Dual-MRC2024.06 | 80.44 | |
| GTS2024.06 | 79.52 | |
| BERT2020.10 | 79.28 | |
| CMLA2024.06 | 78.68 | |
| Li-unified2024.06 | 78.54 | |
| RINANTE2024.06 | 77.13 | |
| IT-MTL2023.02 | 76.93 | |
| IT-MTL2024.05 | 76.93 |