🤖 A PyTorch library of curated Transformer models and their composable components
nlp transformers pytorch falcon transformer llama albert bert roberta camembert xlm-roberta llm llms dolly2 gptneox
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Apr 17, 2024 - Python
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camembert
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Pytorch-Named-Entity-Recognition-with-transformers
crf transformers pgd pytorch span ner albert bert softmax fgm electra xlm roberta adversarial-training distilbert camembert xlmroberta
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Jun 1, 2020 - Python
How good is BERT ? Comparing BERT to other state-of-the-art approaches on a French sentiment analysis dataset
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Feb 16, 2023 - Jupyter Notebook
Anonymization of legal cases (Fr) based on Flair embeddings
legal transformers entities spacy ner flair bert anonymization legal-cases pseudo-anonymization dataset-augmentation camembert
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Dec 9, 2020 - Python
The CEFR Level Classifier Project is a AI Streamlit-based application that utilizes a two-phase Camembert model to accurately classify texts into six CEFR language proficiency levels. This innovative tool offers user-friendly navigation for both training and text classification.
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Dec 21, 2023 - Python
Terminology extraction on ACTER using Transformer-based language models
natural-language-processing bert terminology-extraction roberta xlnet distilbert camembert iate-filtering class-weighting
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Nov 19, 2022 - Jupyter Notebook
In this notebook, I attempted to create a script that utilizes pre-trained CamemBERT and VaderSentiment models to label the sentiment of a Quran Karim dataset in English and French. My goal was to accurately classify the sentiment of each text sample in the dataset.
machine-learning natural-language-processing deep-learning sentiment-analysis text-classification vader-sentiment camembert quran-karim
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Dec 19, 2022 - Jupyter Notebook
This repository contains code for a fine-tuning experiment of CamemBERT, a French version of the BERT language model, on a portion of the FQuAD (French Question Answering Dataset) for Question Answering tasks.
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Mar 28, 2023 - Python
🌍 NLP pipeline extracting food security events from Unstructured texts → Spatio-Temporal Knowledge Graph
nlp natural-language-processing algorithms neo4j graphs gis knowledge-graph named-entity-recognition africa knowledge-representation relation-extraction food-security geospatial-analysis crisis heideltime knowledge-graphs camembert risk-indicators crisis-monitoring
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Feb 12, 2026 - Python
Fine-tuning CamemBERT for French keywords extraction on custom dataset.
keywords french keyword-extraction nlp-keywords-extraction sequence-classification sentence-similarity fine-tuning pytorch-lightning camembert token-classification
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Jun 11, 2023 - Jupyter Notebook
Identification of causal discourse relations in French text using machine-translated training resources (MSc. Thesis, Tilburg University, NL)
nlp data-science nlu transformers causality bert discourse-relation-recognition huggingface discourse-relation camembert
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Jul 15, 2022 - Jupyter Notebook
Classification for the Rakuten challenge with PyTorch Lightning, Streamlit, fastAPI and Hydra
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May 5, 2023 - Python
Just exploring NLP with 🤗 Transformers
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Dec 8, 2022 - Python
Projet réalisé pour INSPIRE d'Article 1, mise en place d'algorithme de modération.
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Mar 23, 2021 - Jupyter Notebook
A codespace to run the French CamemBERT language model which is a great model for text prediction based on RoBERTa architecture through a minimalist web API.
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Dec 29, 2022 - Python
Évaluation de la pertinence (question ↔ article juridique) en français. Pipeline complet (prépa → modèles → soumission) avec CamemBERT en bi-encodeur calibré (MSE/Spearman), + variantes cross-encoder.
nlp machine-learning deep-learning transformers pytorch relevance tokenization sentence-embeddings document-ranking camembert bi-encoder cross-encoder information-retrievalinformation-retrieval
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Nov 5, 2025 - Python
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