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StepanTita / news-contest

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This repository contains Jupyter notebooks detailing the experiments conducted in our research paper on Ukrainian news classification. We introduce a framework for simple classification dataset creation with minimal labeling effort, and further compare several pretrained models for the Ukrainian language.

nlp benchmarking deep-learning text-classification transformers dataset-creation transfer-learning pretrained-models jupyter-notebooks news-classification ukrainian-language xlm-roberta nlp-research ukr-roberta ukr-electra
  • Updated Aug 12, 2023
  • Jupyter Notebook

codeonthespectrum / Curupira.ia

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CurupiraIA: A Brazilian Portuguese hate speech detection model using BERT fine-tuning, inspired by folklore guardianship principles to protect digital communities from toxic content.

machine-learning social-media brazilian-portuguese ai-ethics bert-model hate-speech-detection bert-fine-tuning huggingface-transformers nlp-research digital-protection portuguese-nlp social-media-moderation brazilian-tech culture-aware-ai
  • Updated Apr 1, 2025
  • Jupyter Notebook

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