List your company
ResearchFormerly WizWand

Dependency Parsing on PTB

96.3LASMrini et al.
61.30470.389579.47588.5605Oct 10, 2020Aug 8, 2021Jun 7, 2022Apr 6, 2023Feb 2, 2024Dec 1, 2024Sep 30, 2025
Updated 7mo ago

Evaluation results

MethodLinks
Mrini et al.2020.1096.397.4
ACEMode=Fine-tune2020.1095.897.2
Zhou and ZhaoBERT=true, Embeddings=Structured-skipgram, Dependency and constituency info=true2020.1095.7297.2
Zhou and Zhao2020.1095.797.2
XLNETMode=Fine-tune2020.1095.697
Biaf2025.0995.36—
Local2OBERT=true2020.1095.3496.91
Local1OBERT=true2020.1095.3296.86
Single2OBERT=true2020.1095.3196.86
Wang and Tu2020.1095.396.9
Single1OBERT=true2020.1095.296.82
Clark et al.BERT=true, Embeddings=ELMo, Semi-supervised multi-task=true2020.109596.6
Li et al.2020.1094.896.6
Zhang et al.2020.1094.596.1
Zhang et al.BERT=false, Model selection on dev set=true, Use POS tags=false2020.1094.4996.14
Local2OBERT=false, Model selection on dev set=true, Use POS tags=false2020.1094.4796.12
F&GBERT=false, Embeddings=Structured-skipgram2020.1094.4396.04
Local2OBERT=false, Embeddings=GloVe2020.1094.3495.98
BaseEncoding=4-bit (B4)2025.0994.34—
Ji et al.BERT=false, Embeddings=GloVe2020.1094.3195.97
Local1OBERT=false, Embeddings=GloVe2020.1094.2395.83
Ma et al.BERT=false, Embeddings=Structured-skipgram2020.1094.1995.87
Single2OBERT=false, Embeddings=GloVe2020.1094.1995.86
GaTEncoding=7-bit (B7)2025.0994.19—
GNNBERT=false, Embeddings=GloVe2020.1094.1595.87
Dozat and ManningBERT=false, Embeddings=GloVe2020.1094.0895.74
Single1OBERT=false, Embeddings=GloVe2020.1094.0495.75
DiTEncoding=2-planar bracketing (B)2025.0992.39—
LSTMEncoding=2-planar bracketing (B)2025.0990.41—
SSDEncoding=2-planar bracketing (B)2025.0966.25—
LSTMEncoding=7-bit (B7)2025.0962.65—