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What is QuickLearn?
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Introduction
QuickLearn is Luminoso’s proprietary natural language modeling system that automatically learns domain-specific terminology.
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QuickLearn draws on a background space, a collection of word embeddings that reflect what words mean across the scope of a language. Unlike maintained, industry-specific vocabulary lists, background spaces aim to represent concepts through common sense and inherent definitions of words. QuickLearn uses a background space that is based on ConceptNet and is combined with several other word embedding spaces. The resulting background space is a set of 34 million relationships between concepts, mathematically represented in a general domain model and based on knowledge of how the world works.
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What is QuickLearn 2.0?
QuickLearn 2.0 is the most significant advancement Luminoso has made to its background science to date. It expands Luminoso’s background knowledge by adding an additional 150 dimensions to the existing 150 dimensions, consuming more knowledge from ConceptNet, increasing Luminoso’s overall conceptual clarity across all of our language models, and promoting debiasing.
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