Patent №
US 7,366,705
Granted
2008-04-29
Filed 2004
Owner
MICROSOFT CORPORATION
Lab
AI components
5
ml · nlp · vision · kr · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
10921477
Systems and methods for clustering-based text classification are described. In one aspect text is clustered as a function of labeled data to generate cluster(s). The text includes the labeled data and unlabeled data. Expanded labeled data is then generated as a function of the cluster(s). The expanded label data includes the labeled data and at least a portion of unlabeled data. Discriminative classifier(s) are then trained based on the expanded labeled data and remaining ones of the unlabeled data.
AI classification
Ownership
MICROSOFT CORPORATION
assignment · 154700839
Assignors
ZENG, HUA-JUN, WANG, XUANHUI, CHEN, ZHENG, ZHANG, BENYU, MA, WEI-YING
On an employer assignment, the assignors are typically the inventors.