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

Prakhar Mishra

Last update: May 25, 2021

Related tags

Text Data & NLP natural-language-processing glossary spacy wordnet unsupervised-machine-learning chinking gpt-2 definition-generation

Overview

Unsupervised technique to Glossary and Definition Extraction

Code Files

GPT2-DefinitionModel.ipynb - GPT-2 model for definition generation.
Data_Generator.ipynb - Data Scraper from GoodReads and GradeSaver
Definition_Extraction.ipynb - WordNet model for definition generation.
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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Owner

Prakhar Mishra

Data Science | NLP | NLG | ML | RL LinkedIn - https://linkedin.com/in/prakhar21

GitHub

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

Related tags

Overview

Unsupervised technique to Glossary and Definition Extraction

Code Files

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