Lecture

Taxonomy Induction: Learning Concepts and Relationships

In course

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Description

This lecture covers taxonomy induction, the process of extracting related facts from documents to create a structured hierarchy of concepts, such as learning hypernym/hyponym relationships and filtering erroneous terms. It also explores the use of taxonomies, the learning of terms using double-anchored patterns, and the cleaning of hypernym graphs to determine root and basic concepts.

Instructor

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Official source

https://mediaspace.epfl.ch/media/0_fd78z80r

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Ontological neighbourhood

Information engineering

Natural language processing: Topics in natural language processing

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