Multi-word Expression Identification on STREUSLE (test)
75.5PrecisionDLT+l
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DLT+lBackbone=DeBERTa-v3-large, Linguistic Feature Integration=Enabled2026.01 | 75.5 | 82.4 | 78.8 | |
| DBT+laBackbone=DeBERTa-v3-large, Linguistic Feature Integration=Enabled, Data Augmentation=Lexical Substitution2026.01 | 73.5 | 85.2 | 78.9 | |
| DLT+loBackbone=DeBERTa-v3-large, Linguistic Feature Integration=Enabled, Data Augmentation=Oversampling2026.01 | 72.4 | 82.4 | 77.1 | |
| DBT+loBackbone=DeBERTa-v3-large, Linguistic Feature Integration=Enabled, Data Augmentation=Oversampling2026.01 | 71.5 | 82 | 76.4 | |
| DBT+lBackbone=DeBERTa-v3-large, Linguistic Feature Integration=Enabled2026.01 | 71.3 | 80.6 | 75.7 | |
| DLT+laBackbone=DeBERTa-v3-large, Linguistic Feature Integration=Enabled, Data Augmentation=Lexical Substitution2026.01 | 70 | 84.5 | 76.5 | |
| DBTBackbone=DeBERTa-v3-large2026.01 | 68.8 | 78.5 | 73.3 | |
| BLT2026.01 | 68.4 | 72.5 | 70.4 | |
| DBT+aBackbone=DeBERTa-v3-large, Data Augmentation=Lexical Substitution2026.01 | 68.4 | 81.7 | 74.5 | |
| DBT+oBackbone=DeBERTa-v3-large, Data Augmentation=Oversampling2026.01 | 67.1 | 82.7 | 74.1 | |
| DLTBackbone=DeBERTa-v3-large2026.01 | 64.2 | 84.5 | 72.9 | |
| DLT+aBackbone=DeBERTa-v3-large, Data Augmentation=Lexical Substitution2026.01 | 63.3 | 83.8 | 72.1 | |
| DLT+oBackbone=DeBERTa-v3-large, Data Augmentation=Oversampling2026.01 | 62.1 | 87.3 | 72.6 | |
| BBT2026.01 | 58.1 | 78.2 | 66.8 | |
| BBS2026.01 | 11.1 | 90.1 | 19.8 |