femartip / NLP

Introduction notebooks to NLP tasks. From classification, to embeddings and transformers. All done using Pytorch.

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NLP Projects

This repository contains the projects completed for a Natural Language Processing (NLP) class. The projects cover a range of topics in NLP, including:

  • Embeddings: This project explores the use of word embeddings for representing and understanding text data.
  • Language Modeling: This project focuses on building and evaluating language models for generating text.
  • Text Processing and Document Classification: This project involves preprocessing text data and building classifiers to categorize documents.
  • Transformers: This project explores the use of transformer models for various NLP tasks.

Each project is contained in its own folder and includes code, data, and a report detailing the methods and results. Please refer to the individual project folders for more information.

Contributing

Contributions are welcome! If you have any suggestions or improvements, please feel free to open an issue or submit a pull request.

License

This project is licensed under the MIT License - see the LICENSE file for details.

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Introduction notebooks to NLP tasks. From classification, to embeddings and transformers. All done using Pytorch.


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