Deep Active Learning for Short-Text Classification

In this paper, we propose a novel active learning algorithm for short-text (Chinese) classification applied to a deep learning architecture. This topic thus belongs to a cross research area between active learning and deep learning. One of the bottlenecks of deeplearning for classification is that i...

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Bibliographic Details
Main Author: Zhao, Wenquan
Format: Others
Language:English
Published: KTH, Skolan för datavetenskap och kommunikation (CSC) 2017
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-212577