Aspect-Based Sentiment Analysis on Twitter (test)
77.17AccLSAT-X-DeBERTa
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LSAT-X-DeBERTaLSA Category=LSA-X, Backbone=DeBERTa2021.10 | 77.17 | 76.45 | |
| LSAS-X-DeBERTaLSA Category=LSA-X, Backbone=DeBERTa2021.10 | 77.06 | 76.23 | |
| LSAP-DeBERTaLSA Category=LSA, Backbone=DeBERTa2021.10 | 76.91 | 75.9 | |
| LSAP-X-DeBERTaLSA Category=LSA-X, Backbone=DeBERTa2021.10 | 76.81 | 76.09 | |
| LSAT-DeBERTaLSA Category=LSA, Backbone=DeBERTa2021.10 | 76.61 | 76.12 | |
| LSAS-DeBERTaLSA Category=LSA, Backbone=DeBERTa2021.10 | 76.61 | 75.84 | |
| K-Means + Feedback-ICLSelection Strategy=K-Means2024.06 | 56.84 | — | |
| Random + Feedback-ICLSelection Strategy=Random2024.06 | 56.74 | — | |
| BERT-FTFine-tuning=true2024.06 | 56.31 | — | |
| SBERT + Feedback-ICLSelection Strategy=SBERT2024.06 | 55.3 | — | |
| BM25 + Feedback-ICLSelection Strategy=BM252024.06 | 55.2 | — | |
| MMR + Feedback-ICLSelection Strategy=MMR2024.06 | 54.53 | — | |
| K-Means2024.06 | 54.38 | — | |
| Random2024.06 | 54 | — | |
| BM252024.06 | 50.05 | — | |
| MMR2024.06 | 50 | — | |
| SBERT2024.06 | 49.76 | — |