Natural Language Processing
The Australian Government’s lead science and technology agency for defence
  • Training & Implementation of a Natural Language Processing (NLP) Classification model to categorise text topics



 

KJR was engaged to design and implement a solution for classifying large volumes of scientific documentation to improve document visibility and availability for wider use. Utilising the AWS technology stack KJR achieved this through the development of a Natural language Processing classification model, that classifies scientific text topics.

The project approach was divided into the below project phases:

  1. AWS (AMAZON WEB SERVICES) BUILD AND TOOL CONSUMPTION 
  2. MODEL CREATION, ACCURACY & TIME SAVED
  3. DETERMINING SUCCESS WHERE NO GROUND TRUTH EXISTS- HUMAN IN THE LOOP

Read the downloadable 3-part case study attached at the top of this page for full details.

 

About KJR

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