Combining active and semi-supervised learning for spoken...

Details Combining active and semi-supervised learning for spoken... Combining active and semi-supervised learning for spoken...

G - Physics

10

L

G10L 15/22 (2006.01) G06F 15/18 (2006.01) G10L 15/14 (2006.01) G10L 15/18 (2006.01) G10L 15/06 (2006.01)

Patent

CA 2498015

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.

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