Share your thoughts, 1 month free Claude Pro on usSee more

Phrase-structure parsing on PTB (§23)

95.8F1 Score

Wei et al.

Updated 1mo ago

Evaluation Results

Method	Links
Wei et al. 2021.06		95.8
Zhou and Zhao 2021.06		95.8
Conditional Splitting Framework 2021.06		95.7
Zhang et al. 2021.06		95.7
Kitaev et al. 2021.06		95.6
Nguyen et al. 2021.06		95.5
RD ∪ RG ∪ LM → RD + RG + LM 2017.07		94.66
RD ∪ LM → RD + LM 2017.07		94.63
RD (8) → RD (8) + RG (8) + LM 2017.07		94.62
RD (8) → RD (8) + LM 2017.07		94.56
RD → RD + RG + LM 2017.07		94.33
RD → RD + LM 2017.07		94.27
RD (8) → RD (8) + RG (8) + LM 2017.07		94.25
RD (8) → RD (8) + RG (8) 2017.07		94.22
RD → LM 2017.07		94.18
RD (8) → RD (8) + RG (8) 2017.07		94.09
RD (8) → RD (8) + LM 2017.07		93.97
RD ∪ RG ∪ LM → RD + RG + LM 2017.07		93.94
RD ∪ LM → RD + LM 2017.07		93.89
Choe and Charniak (2016) 2017.07		93.8
RD ∪ RG → RD + RG 2017.07		93.75
RD → RD + LM 2017.07		93.71
RD → RD + RG 2017.07		93.64
RD → RD + RG + LM 2017.07		93.63
RD ∪ RG → RD + RG 2017.07		93.45
RD → LM 2017.07		93.31
RNNG (Generative) 2016.02		93.3
Generative RNNG 2016.11		93.3
Dyer et al. (2016)-generative 2017.07		93.3
RD → RG 2017.07		93.29
RD → RD + RG 2017.07		93.27
RD → RG 2017.07		92.73
RD (8) → RD (8) 2017.07		92.72
Choe and Charniak (2016) 2016.11		92.6
Choe and Charniak (2016) 2017.07		92.6
RD (8) → RD (8) 2017.07		92.53
Shindo et al. 2016.02		92.4
RNNG (Generative) 2016.02		92.4
McClosky et al. 2016.02		92.1
Vinyals et al. 2016.02		92.1
RD → RD 2017.07		91.73
RNNG (Discriminative) 2016.02		91.7
Liu and Zhang (2017) 2017.07		91.7
Dyer et al. (2016)-discriminative 2017.07		91.7
RD → RD 2017.07		91.51
Zhu et al. 2016.02		91.3
Discriminative RNNG 2016.11		91.2
Shindo et al. 2016.02		91.1
Bod 2016.02		90.7
Socher et al. 2016.02		90.4
Zhu et al. 2016.02		90.4
Petrov and Klein 2016.02		90.1
RNNG (Discriminative) 2016.02		89.8
Henderson 2016.02		89.4
Vinyals et al. 2016.02		88.3
Vinyals et al. (2015) 2016.11		88.3