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Problem Statement: Auto-organize a large, unorganized collection of documents by discovering hidden ‘themes’ present in each document using NLP and Deep Learning.

Text Corpus

An unorganised pile of texts

Theme Detection by MLibrarian AI

Organized Knowledge + Insights

Organised by auto-discovered themes or topics

Live Demo

Example use cases:

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  • Classifies articles into Sports, Politics, Business, Entertainment etc.

  • Classifies emails into Billing Related, Service Request, Enquiry, Customer complaints, Internal Communication, etc.

Tech Stack Used:

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NLP, Word Embedding, Topic Modeling, Topic Modeling, UI-UX design for Interactive Topic Browser.

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