Binary violation prediction on ECHR anonymized (test)
87Macro PrecisionBIGRU-ATT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BIGRU-ATTembeddings=GloVe (d=200)2019.06 | 87 | 76.6 | 78.9 | |
| HANembeddings=GloVe (d=200)2019.06 | 85.2 | 78.3 | 80.2 | |
| HIER-BERTarchitecture=hierarchical, input_length=full case descriptions2019.06 | 85.2 | 78.1 | 80.1 | |
| BOW-SVMfeatures=TF-IDF weighted bag-of-words [1, 5]-grams2019.06 | 71.6 | 70.5 | 70.9 | |
| BERTmax_length=512, truncation=true2019.06 | 17 | 50 | 25.4 |