NLP, NLU & AGI: How Machines Process and Understand Language

Video by H2O.ai via YouTube
NLP, NLU & AGI: How Machines Process and Understand Language

Processing language and truly understanding it are two different things. Here is the line between them, and the bigger ambition sitting behind both.

Terms covered:
– NLP (Natural Language Processing): translating, classifying, extracting and detecting sentiment. Taking raw text and doing something meaningful with it.
– NLU (Natural Language Understanding): a subset of NLP focused on intent, meaning and context. Recognizing that "I want to cancel" signals a customer about to churn, not just four words typed.
– AGI (Artificial General Intelligence): a hypothetical AI that reasons and performs across any domain the way a human can

From processing, to understanding, to reasoning.


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