Aspect-level Sentiment Classification on French ALSC dataset (test)
86.69AccuracyPWCN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PWCNEmbedding=XLM-R, Tree Structure=FT-RoBERTa2021.04 | 86.69 | 77.42 | |
| ASGCNEmbedding=XLM-R, Tree Structure=Dep.2021.04 | 86.43 | 77.14 | |
| RGATEmbedding=XLM-R, Tree Structure=FT-RoBERTa2021.04 | 86.41 | 74.38 | |
| PWCNEmbedding=XLM-R, Tree Structure=Dep.2021.04 | 86.4 | 76.8 | |
| ASGCNEmbedding=XLM-R, Tree Structure=FT-RoBERTa2021.04 | 86.04 | 76.21 | |
| MLPEmbedding=XLM-R, Tree Structure=-2021.04 | 85.95 | 74.72 | |
| RGATEmbedding=XLM-R, Tree Structure=Dep.2021.04 | 85.92 | 75.14 | |
| SA-LSTM-PEmbedding=Static Embedding, Tree Structure=-2021.04 | 82.4 | — | |
| BiLSTMEmbedding=Static Embedding, Tree Structure=-2021.04 | 80 | 67.5 | |
| Our PWCNEmbedding=Static Embedding, Tree Structure=Dep.2021.04 | 78.4 | 66.7 | |
| MLPEmbedding=mBERT, Tree Structure=-2021.04 | 78.06 | 65.04 | |
| Our ASGCNEmbedding=Static Embedding, Tree Structure=Dep.2021.04 | 75.5 | 63 | |
| Our RGATEmbedding=Static Embedding, Tree Structure=Dep.2021.04 | 75.1 | 53.3 |