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Unsupervised Parsing on PTB (test)

83.3F1 Score

Oracle

Updated 4d ago

Evaluation Results

Method
Oracle 2023.10	83.3	-	-	-	-	-	-	-
Oracle 2023.10	76	-	-	-	-	-	-	-
Oracle 2023.10	76	-	-	-	-	-	-	-
URNNG 2019.06	72.8	-	-	-	-	-	-	-
Our ensemble (best teacher across runs) 2023.10	72.8	-	-	-	-	-	-	-
RNNG 2019.06	71.9	-	-	-	-	-	-	-
Our ensemble (best teacher across runs) 2023.10	71.9	-	-	-	-	-	-	-
Our ensemble (corresponding run) 2023.10	71.7	-	-	-	-	-	-	-
Selective MBR 2023.10	71.5	-	-	-	-	-	-	-
Our ensemble (best teacher across runs) 2023.10	71.1	-	-	-	-	-	-	-
Our ensemble (corresponding run) 2023.10	70.5	-	-	-	-	-	-	-
Our ensemble (corresponding run) 2023.10	70.4	-	-	-	-	-	-	-
Our ensemble (worst teacher across runs) 2023.10	70	-	-	-	-	-	-	-
Our ensemble (corresponding run) 2023.10	69.7	-	-	-	-	-	-	-
Our ensemble (worst teacher across runs) 2023.10	69.4	-	-	-	-	-	-	-
Our ensemble (worst teacher across runs) 2023.10	69.1	-	-	-	-	-	-	-
Selective MBR 2023.10	68.6	-	-	-	-	-	-	-
ConTest 2023.10	68.5	-	-	-	-	-	-	-
Compound PCFG 2023.10	67.4	-	-	-	-	-	-	-
Induced URNNG 2019.06	66.9	-	-	-	-	-	-	-
Selective MBR 2023.10	66.7	-	-	-	-	-	-	-
Selective MBR 2023.10	66.3	-	-	-	-	-	-	-
ConTest 2023.10	65.9	-	-	-	-	-	-	-
Union distillation 2023.10	65.6	-	-	-	-	-	-	-
Union distillation 2023.10	65.4	-	-	-	-	-	-	-
ReCAT_noshare [3, 1, 3] 2023.09	65	-	81.71	70.55	82.94	78.28	-	-
ConTest 2023.10	64.6	-	-	-	-	-	-	-
TN-PCFG 2023.09	64.1	-	-	-	-	-	-	-
ReCAT_noshare [3, 1, 3] 2023.09	64.06	-	80.36	64.38	80.93	80.96	-	-
ConTest 2023.10	62.9	-	-	-	-	-	-	-
DIORA 2023.10	62.3	-	-	-	-	-	-	-
S-DIORA 2023.10	62.2	-	-	-	-	-	-	-
Compound PCFG 2023.10	60.5	-	-	-	-	-	-	-
NBL-PCFG 2023.09	60.4	-	-	-	-	-	-	-
Compound PCFG 2019.06	60.1	-	-	-	-	-	-	-
Compound PCFG 2023.10	60.1	-	-	-	-	-	-	-
S-DIORA 2023.10	59.4	-	-	-	-	-	-	-
DIORA 2023.10	58.9	-	-	-	-	-	-	-
Induced URNNG 2019.06	58.7	-	-	-	-	-	-	-
DIORA 2023.10	58.6	-	-	-	-	-	-	-
Induced RNNG 2019.06	58.1	-	-	-	-	-	-	-
S-DIORA 2023.09	57.6	-	-	-	-	-	-	-
Fast-R2D2 2023.09	57.22	-	83.44	63.8	70.56	68.47	-	-
S-DIORA 2023.10	57	-	-	-	-	-	-	-
S-DIORA 2023.10	56.3	-	-	-	-	-	-	-
ReCAT_share [3, 1, 3] 2023.09	56.07	-	85.41	66.14	68.43	72.92	-	-
Compound PCFG 2023.10	55.5	-	-	-	-	-	-	-
DIORA 2023.10	55.4	-	-	-	-	-	-	-
C-PCFG 2023.09	55.2	-	-	-	-	-	-	-
ReCAT_share [3, 1, 3] 2023.09	55.11	-	77.22	67.05	66.53	69.44	-	-
Induced URNNG 2019.06	55.1	-	-	-	-	-	-	-
StructFormer 2023.09	54	-	-	-	-	-	-	-
Neural PCFG 2019.06	52.6	-	-	-	-	-	-	-
Induced URNNG 2019.06	51.6	-	-	-	-	-	-	-
Induced RNNG 2019.06	51.4	-	-	-	-	-	-	-
Neural PCFG 2023.10	51.1	-	-	-	-	-	-	-
Neural PCFG 2023.10	51	-	-	-	-	-	-	-
ContexDistort 2023.10	50.8	-	-	-	-	-	-	-
Induced RNNG 2019.06	50.6	-	-	-	-	-	-	-
ON 2019.06	50	-	-	-	-	-	-	-
Neural PCFG 2023.10	48.9	-	-	-	-	-	-	-
ContexDistort 2023.10	48.8	-	-	-	-	-	-	-
ContexDistort 2023.10	48.5	-	-	-	-	-	-	-
Neural PCFG 2023.10	48.4	-	-	-	-	-	-	-
PRPN 2019.06	47.9	-	-	-	-	-	-	-
Induced RNNG 2019.06	47.8	-	-	-	-	-	-	-
ContexDistort 2023.10	47.8	-	-	-	-	-	-	-
ON-LSTM 2023.09	47.7	-	-	-	-	-	-	-
Ordered Neurons 2023.10	45.4	-	-	-	-	-	-	-
Ordered Neurons 2023.10	45.3	-	-	-	-	-	-	-
ReCAT_noshare w/o iter 2023.09	45.2	-	-	-	-	-	-	-
Ordered Neurons 2023.10	44.8	-	-	-	-	-	-	-
Ordered Neurons 2023.10	44.3	-	-	-	-	-	-	-
Right branching 2023.10	39.5	-	-	-	-	-	-	-
Left branching 2023.10	8.7	-	-	-	-	-	-	-
N-PCFG 2022.05	-	50.8	-	-	-	-	-	-
C-PCFG 2022.05	-	55.2	-	-	-	-	-	-
NL-PCFG 2022.05	-	55.3	-	-	-	-	-	-
TN-PCFG 2022.05	-	57.7	-	-	-	-	-	-
NBL-PCFG 2022.05	-	60.4	-	-	-	-	-	-
Rank-Space Models 2022.05	-	64.1	-	-	-	-	-	-
Constituency test 2022.05	-	62.8	-	-	-	-	-	-
S-DIORA 2022.05	-	57.6	-	-	-	-	-	-
StructFormer 2022.05	-	54	-	-	-	-	-	-
DIORA+span constraint 2022.05	-	61.2	-	-	-	-	-	-
PRPN 2024.10	-	-	-	-	-	-	37.4	38.1
URNNG 2024.10	-	-	-	-	-	-	-	45.4
ON-LSTM 2024.10	-	-	-	-	-	-	47.7	49.4
R2D2 2024.10	-	-	-	-	-	-	48.1	-
Fast R2D2 2024.10	-	-	-	-	-	-	48.9	-
StructFormer 2024.10	-	-	-	-	-	-	54	-
C-PCFG 2024.10	-	-	-	-	-	-	55.2	60.1
NL-PCFG 2024.10	-	-	-	-	-	-	55.3	-
DIORA 2024.10	-	-	-	-	-	-	55.7	56.2
GPST 2024.10	-	-	-	-	-	-	57.5	-
S-DIORA 2024.10	-	-	-	-	-	-	57.6	63.9
TN-PCFG 2024.10	-	-	-	-	-	-	57.7	61.4
NBL-PCFG 2024.10	-	-	-	-	-	-	60.4	-
CT 2024.10	-	-	-	-	-	-	62.8	65.9
Co 2024.10	-	-	-	-	-	-	63.1	66.8

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