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Automatic Summarization Using Deep Learning - Abstractive Summarization With Pegasus

Nicholas Renotte via YouTube

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This beginner Python tutorial demonstrates abstractive text summarization with the Pegasus model and Hugging Face Transformers. It covers dependency installation, tokenizer and model loading, and summarizing Wikipedia, news, and scientific text.

Syllabus

- Start
- What you'll learn
- Tutorial Kickoff
- Install Dependencies
- Load Model and Tokenizer
- Perform Abstractive Summarization on Wikipedia Articles
- Results of Summarization
- Summarizing News Articles
- Summarizing Scientific Research

Taught by

Nicholas Renotte

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