Pie Model for Classical French -- Part-of-Speech and Morphology (CATTEX2009-max)
- 1. École nationale des chartes
- 2. Université de Neuchâtel
- 3. CNRS
Description
Pie Model for Classical French, for Part-of-Speech and Morphology tags (CATTEX2009-max).
Trained on a corpus of Classical French Theatre.
More information:
- corpus: Camps, Jean-Baptiste, & Cafiero, Florian. (2019). Stylometric Analysis of Classical French Theatre [Data set]. Zenodo. http://doi.org/10.5281/zenodo.3353421.
- F. Cafiero and J.B. Camps, Why Molière most likely did write his plays, Science Advances, 27 Nov 2019: Vol. 5, no. 11, eaax5489, DOI: 10.1126/sciadv.aax5489, https://advances.sciencemag.org/content/5/11/eaax5489/.
- J.B. Camps, S. Gabay, Th. Clérice and F. Cafiero, Corpus and Models for Lemmatisation and POS-tagging of Classical French Theatre, to be published.
Current results on test data:
::: Evaluation report for task: pos :::
all:
accuracy: 0.9701
precision: 0.92
recall: 0.8964
support: 4181
ambiguous-tokens:
accuracy: 0.9229
precision: 0.9203
recall: 0.9175
support: 934
unknown-tokens:
accuracy: 0.8165
precision: 0.4798
recall: 0.4904
support: 218
Files
Files
(23.7 MB)
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Additional details
Related works
- Is supplement to
- Dataset: 10.5281/zenodo.3243486. (DOI)
References
- Cafiero and Camps (2019). Why Molière most likely did write his plays, Science Advances, 27 Nov 2019: Vol. 5, no. 11, eaax5489, DOI: 10.1126/sciadv.aax5489,
- Camps, Gabay, Clérice and Cafiero (to be published). Corpus and Models for Lemmatisation and POS-tagging of Classical French Theatre.