A Support System for Generating YouTube Titles using Style Transfer
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- KOIKE Ryuto
- Graduate School of Science and Technology, Keio University
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- HAGIWARA Masafumi
- Graduate School of Science and Technology, Keio University
Bibliographic Information
- Other Title
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- スタイル変換を用いたYouTube動画タイトルの生成支援システム
Abstract
<p>The generation of attractive sentences for consumers is an important issue. In this paper, we propose a new method to generate title sentences that are more popular on YouTube, which is gaining large popularity in recent years. In the proposed method, the automatic generation of titles is regarded as a sentence style transfer task; The title sentence generated by the video creator is transformed into a more attractive one. Specifically, first, the latent variable is obtained by the back translation method. In the back translation method, it translates the original title into another language and retranslates it into Japanese. Then, style transfer is performed based on this latent variable to generate a more attractive title sentence. In addition, transfer learning is employed to address the problem of scarce training data. Subjective evaluation experiments have been conducted to show the effectiveness of the proposed method.</p>
Journal
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- Transactions of Japan Society of Kansei Engineering
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Transactions of Japan Society of Kansei Engineering 21 (1), 49-55, 2022
Japan Society of Kansei Engineering
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Keywords
Details 詳細情報について
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- CRID
- 1390573242447676928
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- NII Article ID
- 130008165006
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- ISSN
- 18845258
- 18840833
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- Text Lang
- ja
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- Data Source
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- JaLC
- Crossref
- CiNii Articles
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- Abstract License Flag
- Disallowed