Dependency Parsing on CoNLL English 2009 (test)
95.21UASDeep Biaffine
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Deep Biaffine2016.11 | 95.21 | 93.2 | |
| BIAF2018.05 | 95.19 | 93.14 | |
| NeuroMST2018.05 | 94.66 | 92.52 | |
| STACKPTRbeam size=102018.05 | 93.25 | 93.17 | |
| Best Published2018.05 | 93.25 | — | |
| A'16-beamBeam size=>12016.03 | 93.22 | 91.23 | |
| Andor et al.2016.11 | 93.22 | 91.23 | |
| Arc-hybrid, dyn. + PPTransition system=Arc-hybrid, Oracle=Dynamic (α=0.75), Pseudo-projective (PP)=true, Pre-training=true2016.03 | 92.22 | 89.87 | |
| Arc-hybrid, dyn. + PPTransition system=Arc-hybrid, Oracle=Dynamic (α=0.75), Pseudo-projective (PP)=true, Pre-training=false2016.03 | 91.62 | 89.23 | |
| Arc-standard, static + PPTransition system=Arc-standard, Oracle=Static, Pseudo-projective (PP)=true, Pre-training=true2016.03 | 91.59 | 89.15 | |
| A'16 + pre-trainingPre-training=true, Beam size=12016.03 | 91.44 | 89.29 | |
| Arc-standard, static + PPTransition system=Arc-standard, Oracle=Static, Pseudo-projective (PP)=true, Pre-training=false2016.03 | 91.12 | 88.69 | |
| Y'15Beam size=12016.03 | 90.75 | 88.14 |