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How good is BERT ? Comparing BERT to other state-of-the-art approaches on a French sentiment analysis dataset

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Have you compared the results on the analysis of French sentiment with BERT, based on [FlauBERT](https://huggingface.co/flaubert/flaubert_base_cased)? **Rem:** The [CamemBERT](https://camembert-model.fr/) algorithm seems to have learning problems with the Tensorflow library: [Github...

Bumps [mistune](https://github.com/lepture/mistune) from 0.8.4 to 2.0.3. Release notes Sourced from mistune's releases. Version 2.0.2 Fix escape_url via lepture/mistune#295 Version 2.0.1 Fix XSS for image link syntax. Version 2.0.0 First release...

dependencies

Bumps [notebook](http://jupyter.org) from 6.4.10 to 6.4.12. [![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=notebook&package-manager=pip&previous-version=6.4.10&new-version=6.4.12)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores) Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a...

dependencies

Bumps [pillow](https://github.com/python-pillow/Pillow) from 9.1.0 to 9.1.1. Release notes Sourced from pillow's releases. 9.1.1 This release addresses several security problems. CVE-2022-30595: When reading a TGA file with RLE packets that cross...

dependencies

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.5.3 to 2.7.2. Release notes Sourced from tensorflow's releases. TensorFlow 2.7.2 Release 2.7.2 This releases introduces several vulnerability fixes: Fixes a code injection in saved_model_cli (CVE-2022-29216) Fixes...

dependencies

I have quite long texts that I want to label using your module. I run into the same problem over and over again using the nlp pipeline. Here is my...

Hi Théophile, I hope you are doing well. I would like to obtain word embeddings after having trained the model. That is, first, I will use training data with sentiment...

Hi. Is there a PyTorch version of this code repo? If so, how can I use it with the PyTorch library instead of the TensorFlow framework? Thanks in advance.

Bonjour, J'ai essayé de convertir votre modèle (qui semble être le seul pertinent pour du sentiment analysis sur des textes français) au format TensorFlowJS (https://www.tensorflow.org/js/tutorials/conversion/import_keras?hl=fr) mais sans succès... J'ai d'abord...

Bumps [oauthlib](https://github.com/oauthlib/oauthlib) from 3.2.0 to 3.2.1. Release notes Sourced from oauthlib's releases. 3.2.1 In short OAuth2.0 Provider: #803 : Metadata endpoint support of non-HTTPS CVE-2022-36087 OAuth1.0: #818 : Allow IPv6...

dependencies