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summarisation

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The Python-based web app extracts and summarizes news using NewsAPI, newspaper3k, spacy, Pegasus and T5 from Hugging Face. It categorizes news articles and uses a graph-based summary feature to summarize multiple documents. The app works with news in any language supported by NewsAPI.

  • Updated Apr 22, 2023
  • Python

Automated conversation summarisation using reinforcement learning. This project develops and evaluates RL-based models that generate concise, informative and less toxic summaries from a large variety of chat or dialogue data. Features include a modular summarisation pipeline, tuning on custom created dataset, and flexible evaluation metrics.

  • Updated May 30, 2025
  • Jupyter Notebook

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