French Part-of-Speech tag and Supertag models This repository contains the model directories for French Part-of-Speech (POS) and supertags, obtained from the TLGbank for use with the
C&C supertagger
and part-of-speech tagger .
Performance overview of the different models Performance overview for commit a2a143c4a30d699f878f9c7c4f55635672a2f537 .
Supertag models with gold POS tags
Model
Correct (beta=1)
F/w
Correct (beta=0.1)
F/w
Correct (beta=0.05)
F/w
Correct (beta=0.01)
F/w
Correct (beta=0.005)
F/w
Correct (beta=0.001)
F/w
Merged
90.41
1.0
96.31
1.4
97.17
1.6
98.37
2.3
98.54
2.8
98.80
4.5
Melt
90.36
1.0
96.42
1.4
97.25
1.6
98.43
2.4
98.62
2.9
98.88
4.5
Tt
90.12
1.0
96.25
1.4
97.16
1.6
98.39
2.4
98.56
2.9
98.84
4.6
Simple
90.15
1.0
96.30
1.4
97.19
1.6
98.43
2.4
98.62
2.9
98.87
4.6
Combined POS- and supertagger
Model
Correct (beta=1)
F/w
Correct (beta=0.1)
F/w
Correct (beta=0.05)
F/w
Correct (beta=0.01)
F/w
Correct (beta=0.005)
F/w
Correct (beta=0.001)
F/w
Merged
88.71
1.0
94.77
1.4
95.68
1.6
97.23
2.4
97.55
2.9
98.06
4.5
Melt
88.78
1.0
94.83
1.4
95.73
1.6
97.22
2.4
97.55
2.9
98.10
4.5
Tt
88.79
1.0
95.05
1.4
96.05
1.6
97.55
2.4
97.81
2.9
98.26
4.6
Simple
88.86
1.0
95.12
1.4
96.10
1.6
97.57
2.4
97.86
2.9
98.29
4.6
Model
Correct (beta=1)
F/w
Correct (beta=0.1)
F/w
Correct (beta=0.05)
F/w
Correct (beta=0.01)
F/w
Correct (beta=0.005)
F/w
Correct (beta=0.001)
F/w
Direct
86.87
1.0
94.81
1.5
95.91
1.8
97.30
2.9
97.57
3.7
97.94
6.3
Model
Correct
Merged
97.99
Melt
98.25
Tt
98.41
Simple
98.49