Constituent parsing on PTB (dev)
95.76F-scoreBARTlarge + lexicalized in-order
Evaluation results
| Method | Links | |
|---|---|---|
| BARTlarge + lexicalized in-orderBackbone=BARTlarge, Lexicalization=true, Linearization strategy=in-order2026.05 | 95.76 | |
| BARTlarge + lexicalized top-downBackbone=BARTlarge, Lexicalization=true, Linearization strategy=top-down2026.05 | 95.75 | |
| T5large + lexicalized top-downBackbone=T5large, Lexicalization=true, Linearization strategy=top-down2026.05 | 95.5 | |
| T5large + lexicalized in-orderBackbone=T5large, Lexicalization=true, Linearization strategy=in-order2026.05 | 95.43 | |
| BARTbase + lexicalized in-orderBackbone=BARTbase, Lexicalization=true, Linearization strategy=in-order2026.05 | 95.36 | |
| BARTbase + lexicalized top-downBackbone=BARTbase, Lexicalization=true, Linearization strategy=top-down2026.05 | 95.16 | |
| BARTlarge + lexicalized bottom-upBackbone=BARTlarge, Lexicalization=true, Linearization strategy=bottom-up2026.05 | 95.09 | |
| BARTbase + lexicalized bottom-upBackbone=BARTbase, Lexicalization=true, Linearization strategy=bottom-up2026.05 | 94.26 | |
| T5large + lexicalized bottom-upBackbone=T5large, Lexicalization=true, Linearization strategy=bottom-up2026.05 | 91.23 |