metadata

language:
  - fr
datasets:
  - amazon_reviews_multi
license: mit

flaubert sentiment

This is a flaubert model finetuned for sentiment analysis on company emails in French. It predicts the sentiment of the email, from negative to positive.

This model is intended for direct use as a sentiment analysis model for French emails, or for further finetuning on related sentiment analysis tasks.

Training data

The training data consists of the French portion of emails_multi, supplemented with another 40,000 similar emails.

Accuracy

The finetuned model was evaluated on the French test set of emails_multi.

Accuracy (exact) is the exact match on the number of stars.
Accuracy (off-by-1) is the percentage of reviews where the number of stars the model predicts differs by a maximum of 1 from the number given by the human reviewer.

Language	Accuracy (exact)
French	95%