Aspect-level Sentiment Classification on Dutch ALSC dataset (test)
88.36AccuracyMLP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MLPEmbedding=XLM-R, Tree Structure=-2021.04 | 88.36 | 76.29 | |
| PWCNEmbedding=XLM-R, Tree Structure=Dep.2021.04 | 88.36 | 75.72 | |
| RGATEmbedding=XLM-R, Tree Structure=Dep.2021.04 | 88.31 | 70.57 | |
| ASGCNEmbedding=XLM-R, Tree Structure=FT-RoBERTa2021.04 | 88.2 | 75.23 | |
| PWCNEmbedding=XLM-R, Tree Structure=FT-RoBERTa2021.04 | 88.1 | 75.54 | |
| ASGCNEmbedding=XLM-R, Tree Structure=Dep.2021.04 | 87.97 | 74.38 | |
| RGATEmbedding=XLM-R, Tree Structure=FT-RoBERTa2021.04 | 87.86 | 70.97 | |
| SA-LSTM-PEmbedding=Static Embedding, Tree Structure=-2021.04 | 87.3 | — | |
| Our PWCNEmbedding=Static Embedding, Tree Structure=Dep.2021.04 | 84.1 | 69.2 | |
| BiLSTMEmbedding=Static Embedding, Tree Structure=-2021.04 | 83.3 | 62.5 | |
| Our ASGCNEmbedding=Static Embedding, Tree Structure=Dep.2021.04 | 81.6 | 61 | |
| Our RGATEmbedding=Static Embedding, Tree Structure=Dep.2021.04 | 81 | 62.1 | |
| MLPEmbedding=mBERT, Tree Structure=-2021.04 | 80.37 | 63.43 |