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nlp-research

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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.

  • Updated Aug 12, 2023
  • Jupyter Notebook

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

  • Updated Apr 1, 2025
  • Jupyter Notebook

This project implements a Text Simplification system using a hybrid BERT–GPT-2 architecture. It leverages BERT for semantic understanding and GPT-2 for fluent generation, aiming to transform complex text into simpler, more readable versions while preserving meaning. The system is trained and evaluated on benchmark simplification datasets and design

  • Updated Sep 19, 2025
  • Python

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