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The projects lets you extract glossary words and their definitions from a given piece of text automatically using NLP techniques

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prakhar21/Automatic-Glossary-Generation

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Unsupervised technique to Glossary and Definition Extraction

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  1. GPT2-DefinitionModel.ipynb - GPT-2 model for definition generation.
  2. Data_Generator.ipynb - Data Scraper from GoodReads and GradeSaver
  3. Definition_Extraction.ipynb - WordNet model for definition generation.
  4. Glossary_Extraction.ipynb - Chinking strategy pipeline for selection of glossary terms.

For more details of the project and results you can access project presentation here also read my blog

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The projects lets you extract glossary words and their definitions from a given piece of text automatically using NLP techniques

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