prakhar21 / Automatic-Glossary-Generation

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

Unsupervised technique to Glossary and Definition Extraction

Code Files

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