Aspect-level Sentiment Classification on Spanish ALSC dataset (test)
92.47AccuracyASGCN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ASGCNEmbedding=XLM-R, Tree Structure=FT-RoBERTa2021.04 | 92.47 | 78.74 | |
| RGATEmbedding=XLM-R, Tree Structure=FT-RoBERTa2021.04 | 92.11 | 76.62 | |
| ASGCNEmbedding=XLM-R, Tree Structure=Dep.2021.04 | 91.91 | 77.49 | |
| RGATEmbedding=XLM-R, Tree Structure=Dep.2021.04 | 91.61 | 76.41 | |
| PWCNEmbedding=XLM-R, Tree Structure=Dep.2021.04 | 91.51 | 77.32 | |
| MLPEmbedding=XLM-R, Tree Structure=-2021.04 | 91.48 | 77.96 | |
| PWCNEmbedding=XLM-R, Tree Structure=FT-RoBERTa2021.04 | 91.44 | 78.13 | |
| MLPEmbedding=mBERT, Tree Structure=-2021.04 | 88.21 | 68.03 | |
| SA-LSTM-PEmbedding=Static Embedding, Tree Structure=-2021.04 | 88 | — | |
| Our PWCNEmbedding=Static Embedding, Tree Structure=Dep.2021.04 | 86.9 | 67.5 | |
| BiLSTMEmbedding=Static Embedding, Tree Structure=-2021.04 | 85.3 | 62.1 | |
| Our ASGCNEmbedding=Static Embedding, Tree Structure=Dep.2021.04 | 85 | 59 | |
| Our RGATEmbedding=Static Embedding, Tree Structure=Dep.2021.04 | 84.6 | 55.2 |