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Manzoor et al., 2020 - Google Patents

Expanding taxonomies with implicit edge semantics

Manzoor et al., 2020

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Document ID
8747802558988866285
Author
Manzoor E
Li R
Shrouty D
Leskovec J
Publication year
Publication venue
Proceedings of the web conference 2020

External Links

Snippet

Curated taxonomies enhance the performance of machine-learning systems via high-quality structured knowledge. However, manually curating a large and rapidly-evolving taxonomy is infeasible. In this work, we propose Arborist, an approach to automatically expand textual …
Continue reading at dl.acm.org (PDF) (other versions)

Classifications

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    • G06F17/30861Retrieval from the Internet, e.g. browsers
    • G06F17/30864Retrieval from the Internet, e.g. browsers by querying, e.g. search engines or meta-search engines, crawling techniques, push systems
    • G06F17/30867Retrieval from the Internet, e.g. browsers by querying, e.g. search engines or meta-search engines, crawling techniques, push systems with filtering and personalisation
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    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
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    • G06N99/005Learning machines, i.e. computer in which a programme is changed according to experience gained by the machine itself during a complete run
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