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README.md
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@@ -8,7 +8,9 @@ Welcome to the space of ChouBERT, a French language model for plant health text
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On l'appelle ChouBERT parce qu'il est fait pour surveiller les végétaux comme le chou, il gère bien les plolysémies comme "chou" ou "chouchou" et il est chou.
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We further pre-trained CamemBERT base model on French plant health bulletins and Tweets to build ChouBERT.
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ChouBERT/ChouBERT-n are pre-trained for n epochs with MLM.
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ChouBERT/ChouBERT-n-plant-health-tweet-classifier are fine-tuned ChouBERT-n for distinguishing tweets about Plant Health observation from other tweets. We describe how we build ChouBRET in this paper:
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Shufan Jiang, Rafael Angarita, Stéphane Cormier, Julien Orensanz, Francis Rousseaux. ChouBERT: Pre-training French Language Model for Crowdsensing with Tweets in Phytosanitary Context. International Conference on Research Challenges in Information Science (RCIS), 2022, Barcelona, Spain. pp.653-661, ⟨10.1007/978-3-031-05760-1_40⟩. <https://hal.archives-ouvertes.fr/hal-03621123>
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On l'appelle ChouBERT parce qu'il est fait pour surveiller les végétaux comme le chou, il gère bien les plolysémies comme "chou" ou "chouchou" et il est chou.
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We further pre-trained CamemBERT base model on French plant health bulletins and Tweets to build ChouBERT.
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ChouBERT/ChouBERT-n are pre-trained for n epochs with MLM.
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ChouBERT/ChouBERT-n-plant-health-tweet-classifier are fine-tuned ChouBERT-n for distinguishing tweets about Plant Health observation from other tweets. We describe how we build ChouBRET in this paper:
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Shufan Jiang, Rafael Angarita, Stéphane Cormier, Julien Orensanz, Francis Rousseaux. ChouBERT: Pre-training French Language Model for Crowdsensing with Tweets in Phytosanitary Context. International Conference on Research Challenges in Information Science (RCIS), 2022, Barcelona, Spain. pp.653-661, ⟨10.1007/978-3-031-05760-1_40⟩. <https://hal.archives-ouvertes.fr/hal-03621123>
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