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Pie Model for Classical French -- Part-of-Speech and Morphology (CATTEX2009-max)

Camps, Jean-Baptiste; Gabay, Simon; Clérice, Thibault; Cafiero, Florian

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

 

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  • 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.

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