JSAI Technical Report, Type 2 SIG
Online ISSN : 2436-5556
A Consideration on Unstructured Data Amount and Processing Time in Main Method of Automatic Text Generation
Hiromitsu OTA
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RESEARCH REPORT / TECHNICAL REPORT FREE ACCESS

2017 Volume 2017 Issue AGI-006 Pages 04-

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Abstract

Recent developments in deep learning have been remarkable, from the field of image processing to the field of speech recognition and natural language processing has been penetrated and developed. In this study, we first picked up the following three main approaches to implement sentence generation. 1) Markov chain, 2) automatic summary, 3) sentence generation by deep learning (RNN / LSTM / GAN). As a subject, it was commonly seen that the connection between sentence and sentence was unnatural. We tried the connection between natural sentences and sentences which are also applicable in practice by the above three methods and considered countermeasures.

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