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Japanese Abstractive Text Summarization using BERT

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 6, Page # 1674–1682, 2020; DOI: 10.25046/aj0506199
Abstract:

In this study, we developed and evaluated an automatic abstractive summarization algorithm in Japanese using a neural network. We used a sequence-to-sequence encoder-decoder model for practical purposes. The encoder obtained a feature-based input vector of sentences using the bidirectional encoder representations from transformers (BERT) technique. A transformer-based decoder returned the summary sentence from the output…

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(This article belongs to the Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020 & Section Interdisciplinary Applications of Computer Science (CSI))

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