Hiren8055 / Entity-linkage-and-relation-extraction

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Name entity recognition and relation extraction

We have implemented NER and relation extracion on newscout dataset, with recommendation system.

Repository is divided into folders -

  1. RelationExtraction
  2. Recommendation system

RelationExtraction/main.py

Results -

WhatsApp Image 2024-05-03 at 1 22 39 AM Subset of newscout dataset, plotted in the form of graph in neo4j

recommendation system/embeddings/recommendation.py

Results -

image Receommended articles

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License:MIT License


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Language:Jupyter Notebook 96.5%Language:Python 3.5%