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Gurbir Singh, 37Fairfield, CA

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Us Patents

Identifying And Extracting Addresses Within Content

US Patent:
2020021, Jul 2, 2020
Filed:
Dec 27, 2018
Appl. No.:
16/234352
Inventors:
- Redmond WA, US
Ted J. Tomlinson - Oakland CA, US
Junzhe Miao - San Jose CA, US
Gurbir Singh - San Leandro CA, US
Assignee:
Microsoft Technology Licensing, LLC - Redmond WA
International Classification:
G06F 16/25
G06F 16/22
G06F 16/23
G06F 16/215
G06F 16/955
G06N 20/00
Abstract:
The disclosed embodiments provide a system for processing data. During operation, the system extracts text windows of varying length from text in one or more content items associated with an entity. Next, the system applies a machine learning model to features for the text windows to produce scores representing the likelihoods that the text windows contain addresses. The system then identifies, based on the scores and validation rules applied to the text windows, one of the text windows as an address for the entity. Finally, the system stores the selected text window as the address for the entity.

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