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tf-allocine

tblard / tf-allocine

Run on huggingface.co

huggingface.co

Total runs: 9.4K

24-hour runs: 503

7-day runs: 3.7K

30-day runs: 9.2K

Model's Last Updated: December 12 2020

text-classification

Introduction of tf-allocine

Model Details of tf-allocine

tf-allociné

A french sentiment analysis model, based on CamemBERT , and finetuned on a large-scale dataset scraped from Allociné.fr user reviews.

Results

Validation Accuracy	Validation F1-Score	Test Accuracy	Test F1-Score
97.39	97.36	97.44	97.34

The dataset and the evaluation code are available on this repo .

Usage

from transformers import AutoTokenizer, TFAutoModelForSequenceClassification
from transformers import pipeline

tokenizer = AutoTokenizer.from_pretrained("tblard/tf-allocine")
model = TFAutoModelForSequenceClassification.from_pretrained("tblard/tf-allocine")

nlp = pipeline('sentiment-analysis', model=model, tokenizer=tokenizer)

print(nlp("Alad'2 est clairement le meilleur film de l'année 2018.")) # POSITIVE
print(nlp("Juste whoaaahouuu !")) # POSITIVE
print(nlp("NUL...A...CHIER ! FIN DE TRANSMISSION.")) # NEGATIVE
print(nlp("Je m'attendais à mieux de la part de Franck Dubosc !")) # NEGATIVE

Author

Théophile Blard – :email: [email protected]

If you use this work (code, model or dataset), please cite as:

Théophile Blard, French sentiment analysis with BERT, (2020), GitHub repository, https://github.com/TheophileBlard/french-sentiment-analysis-with-bert

Runs of tblard tf-allocine on huggingface.co

9.4K

Total runs

503

24-hour runs

1.6K

3-day runs

3.7K

7-day runs

9.2K

30-day runs

More Information About tf-allocine huggingface.co Model

tf-allocine huggingface.co

tf-allocine huggingface.co is an AI model on huggingface.co that provides tf-allocine's model effect (), which can be used instantly with this tblard tf-allocine model. huggingface.co supports a free trial of the tf-allocine model, and also provides paid use of the tf-allocine. Support call tf-allocine model through api, including Node.js, Python, http.

tf-allocine huggingface.co Url

https://huggingface.co/tblard/tf-allocine