Discontinuous constituent parsing on DPTB (test)
95.48F1 Scorein-order + Swap#k
Evaluation results
| Method | Links | ||
|---|---|---|---|
| in-order + Swap#kApproach Type=sequence-to-sequence models, Pre-trained Model=RoBERTa_LARGE, Linearization=in-order, Transition=Swap#k, Lexicalized=false2026.05 | 95.48 | 82.86 | |
| in-order + SwapApproach Type=sequence-to-sequence models, Pre-trained Model=RoBERTa_LARGE, Linearization=in-order, Transition=Swap, Lexicalized=false2026.05 | 95.47 | 83.8 | |
| top-down + SwapApproach Type=sequence-to-sequence models, Pre-trained Model=RoBERTa_LARGE, Linearization=top-down, Transition=Swap, Lexicalized=false2026.05 | 95.37 | 83.85 | |
| lexicalized in-order + SwapApproach Type=sequence-to-sequence models, Pre-trained Model=BART_LARGE, Linearization=in-order, Transition=Swap, Lexicalized=true2026.05 | 95.14 | 75.14 | |
| F&R + XLNetlargeApproach Type=task-specific approaches, Pre-trained Model=XLNet_LARGE2026.05 | 95.1 | 74.1 | |
| lexicalized in-order + Shift#KApproach Type=sequence-to-sequence models, Pre-trained Model=BART_LARGE, Linearization=in-order, Transition=Shift#K, Lexicalized=true2026.05 | 95.1 | 62.95 | |
| lexicalized top-down + SwapApproach Type=sequence-to-sequence models, Pre-trained Model=BART_LARGE, Linearization=top-down, Transition=Swap, Lexicalized=true2026.05 | 95.06 | 74.39 | |
| in-order + Shift#kApproach Type=sequence-to-sequence models, Pre-trained Model=RoBERTa_LARGE, Linearization=in-order, Transition=Shift#k, Lexicalized=false2026.05 | 94.96 | 69.17 | |
| Corro + BERTxApproach Type=task-specific approaches, Pre-trained Model=BERT_X2026.05 | 94.8 | 68.9 | |
| F&R + BERTlargeApproach Type=task-specific approaches, Pre-trained Model=BERT_LARGE2026.05 | 94.7 | 72.9 | |
| lexicalized in-order + Swap#KApproach Type=sequence-to-sequence models, Pre-trained Model=BART_LARGE, Linearization=in-order, Transition=Swap#K, Lexicalized=true2026.05 | 94.58 | 67.94 | |
| R&M + BERTbaseApproach Type=task-specific approaches, Pre-trained Model=BERT_BASE2026.05 | 93.3 | 80.5 | |
| Coavoux et al.Approach Type=task-specific approaches2026.05 | 91 | 71.3 | |
| Coavoux and CohenApproach Type=task-specific approaches2026.05 | 90.9 | 67.3 | |
| Stanojević and SteedmanApproach Type=task-specific approaches2026.05 | 90.5 | 67.1 |