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

Direct

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

POS models

Model	Correct
Merged	97.99
Melt	98.25
Tt	98.41
Simple	98.49