Browsing by Author "Dalva, Dogan"

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Effective semi-supervised learning strategies for automatic sentence segmentation

Dalva, Dogan; Guz, Umit; Gürkan, Hakan (Elsevier Science Bv, 2018)

The primary objective of sentence segmentation process is to determine the sentence boundaries of a stream of words output by the automatic speech recognizers. Statistical methods developed for sentence segmentation requires ...
EXTENSION OF CONVENTIONAL CO-TRAINING LEARNING STRATEGIES TO THREE-VIEW AND COMMITTEE-BASED LEARNING STRATEGIES FOR EFFECTIVE AUTOMATIC SENTENCE SEGMENTATION

Dalva, Dogan; Guz, Umit; Gürkan, Hakan (Ieee, 2018)

The objective of this work is to develop effective multi-view semi-supervised machine learning strategies for sentence boundary classification problem when only small sets of sentence boundary labeled data are available. ...