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Natural Language Processing Projects

This repository contains a collection of Natural Language Processing (NLP) projects exploring various techniques and applications in the field of computational linguistics and text processing.

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A comprehensive implementation for detecting hate speech and offensive content in Vietnamese text data. The project uses state-of-the-art Vietnamese language models (PhoBERT and ViSoBERT) for text classification.

Key Features:

  • Text preprocessing and normalization for Vietnamese
  • Data augmentation techniques (EDA and LLM-based)
  • Fine-tuning of pretrained Vietnamese language models
  • Class imbalance handling with Focal Loss

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Natural Language Processing projects implementing various techniques

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