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Natural Language Understanding

[ˈnætʃɹəl ˈlæŋɡwɪdʒ ˌʌndərˈstændɪŋ]
Natural Language Processing
Last updated: December 9, 2024

Definition

AI technology that comprehends and interprets human language in its natural form, including context and intent.

Detailed Explanation

Natural Language Understanding focuses on extracting meaning from text, including understanding context, resolving ambiguities, and identifying user intentions. It combines semantic analysis, pragmatics, and world knowledge to interpret language beyond surface meaning. It involves parsing, semantic analysis, pragmatic interpretation, and discourse understanding using deep learning models, going beyond simple pattern matching to understand implied meaning in human communication.

Use Cases

Virtual assistants, chatbots, intent classification, automated customer service

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