Constantin Kogan
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Breaking through the glass ceiling of NLU with Upper Ontology

Breaking through the glass ceiling of NLU with Upper Ontology

by Constantin Kogan | Oct 4, 2020 | AI/ML, NLP

Natural language is full of ambiguity and specific jargon. When analyzing and trying to understand the meaning of written or spoken language, current methods of natural language processing (NLP) and natural language understanding (NLU) are far from perfect. Despite...
Challenges of Traditional Text Analytics used in NLP/NLU

Challenges of Traditional Text Analytics used in NLP/NLU

by Constantin Kogan | Aug 27, 2020 | AI/ML, NLP

New algorithms and technologies to understand written text emerge at a rapid pace. We’re living in a world of big data and text analytics with a lot of business and consumer applications. The majority of this processed data is unstructured. Sources for data are eMail,...
Why is Natural Language Understanding still not good enough?

Why is Natural Language Understanding still not good enough?

by Constantin Kogan | Aug 6, 2020 | AI/ML, NLP

With the arrival of GPT-3 by OpenAI, natural language understanding (NLU) has made another big leap in creating human-like writing. When you take a look at the weaknesses of GPT-3, and you hear that “Limited memory, repetition/divergence, BPE encoding. GPT-3 is,...

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