Comments generation using MAGMA for fashion outfit
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- AOBA Sayaka
- Meiji University
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- SATO Yugen
- Meiji University
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- MASKAWA Ryozo
- Meiji University
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- SATO Makoto
- Meiji University
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- HAJI Shosuke
- Meiji University
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- MATSUI Taiga
- airCloset, Inc.
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- ISHIKAWA Keita
- airCloset, Inc.
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- TAKAGI Tomohiro
- Meiji University
Bibliographic Information
- Other Title
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- MAGMAを利用したファッションコーディネートのためのコメント生成
Abstract
<p>In this study we build a model to generate comments when recommending two coordinated fashion items in personal styling. In coordinating recommendations, advice is also provided on the compatibility of these items and their combination with accessories and other items. We uses MAGMA, a method that supports multimodal input for language models by using adapters, to generate coordinating comment sentences with the combined image of two clothes and prompts as input. Quantitative and qualitative comparisons with manually generated comments and conventional methods based on machine learning were conducted to confirm that the proposed model is fully capable.</p>
Journal
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- Proceedings of the Annual Conference of JSAI
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Proceedings of the Annual Conference of JSAI JSAI2023 (0), 2K5GS204-2K5GS204, 2023
The Japanese Society for Artificial Intelligence
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Details 詳細情報について
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- CRID
- 1390859758174629888
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- ISSN
- 27587347
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- Text Lang
- ja
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- Data Source
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- JaLC
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- Abstract License Flag
- Disallowed