The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Aug. 30, 2011
Filed:
Jan. 12, 2005
Dilek Z. Hakkani-tur, Denville, NJ (US);
Robert Elias Schapire, Princeton, NJ (US);
Gokhan Tur, Denville, NJ (US);
Dilek Z. Hakkani-Tur, Denville, NJ (US);
Robert Elias Schapire, Princeton, NJ (US);
Gokhan Tur, Denville, NJ (US);
AT&T Intellectual Property II, L.P., Atlanta, GA (US);
Abstract
Combined active and semi-supervised learning to reduce an amount of manual labeling when training a spoken language understanding model classifier. The classifier may be trained with human-labeled utterance data. Ones of a group of unselected utterance data may be selected for manual labeling via active learning. The classifier may be changed, via semi-supervised learning, based on the selected ones of the unselected utterance data.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile