11. Two Level Rules | Advanced Smoothing Models | Speech & Natural Language Processing

This lecture is part of a lecture series on Speech & Natural Language Processing given by Mr. Lalit Singh for B.Tech students at Binary Institute.
Description
This video discusses Two-Level Rules in the context of computational linguistics and speech & natural language processing. It explains how two-level morphology provides a framework for mapping lexical (underlying) representations of words to their surface forms using parallel rules. The video highlights how constraints are applied simultaneously rather than sequentially, allowing for efficient handling of complex morphological phenomena like inflection, derivation, and compounding. Applications of two-level rules in natural language processing, such as spell-checkers, morphological analyzers, and machine translation systems, are also explored.

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