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Neural Text Summarization

3 Citations2016
Urvashi Khandelwal
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This paper approaches the generation based text summarization problem with a similar class of models, in a relatively smaller data setting and attempts to alleviate the challenges faced with imitation learning.

Abstract

Generation based text summarization is a hard task and recent deep learning attempts show that sequence to sequence models hold promise. In this paper, we approach this problem with a similar class of models, in a relatively smaller data setting and attempt to alleviate the challenges faced with imitation learning.