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Paper Abstract and Keywords
Presentation 2024-09-02 17:30
Evaluation of Method for Generating Attractive Recipe Titles using Encoder-Decoder Model
Yuto Yamamoto, Kazuhiro Kazama (Wakayama Univ.) NLC2024-12
Abstract (in Japanese) (See Japanese page) 
(in English) In this paper, we assume that recipes with a high number of ``Tsukurepo'' are also attractive, and propose a method for generating attractive recipe titles by fine-tuning an Encoder-Decoder model using prompts automatically generated by a template based on the outline of those recipes, the names of dishes and main ingredients extracted from the recipes, and manually created instructions.
Furthermore, in addition to the mechanical evaluation using ROUGE and BERTScore and a simple human evaluation, a crowdsourced subjective evaluation on the attractiveness of the titles is carried out and analysed with respect to the attractiveness of the generated titles.
Keyword (in Japanese) (See Japanese page) 
(in English) cooking recipe / Encoder-Decoder model / T5 / title generation / prompting / / /  
Reference Info. IEICE Tech. Rep., vol. 124, no. 173, NLC2024-12, pp. 63-68, Sept. 2024.
Paper # NLC2024-12 
Date of Issue 2024-08-26 (NLC) 
ISSN Online edition: ISSN 2432-6380
Copyright
and
reproduction		 All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF NLC2024-12

Conference Information
Committee NLC  
Conference Date 2024-09-02 - 2024-09-03 
Place (in Japanese) (See Japanese page) 
Place (in English) Hokkaido University. The Clark Memorial Student Center. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) The 21st Text Analytics Symposium 
Paper Information
Registration To NLC 
Conference Code 2024-09-NLC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Evaluation of Method for Generating Attractive Recipe Titles using Encoder-Decoder Model 
Sub Title (in English)  
Keyword(1) cooking recipe  
Keyword(2) Encoder-Decoder model  
Keyword(3) T5  
Keyword(4) title generation  
Keyword(5) prompting  
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1st Author's Name Yuto Yamamoto  
1st Author's Affiliation Wakayama University (Wakayama Univ.)
2nd Author's Name Kazuhiro Kazama  
2nd Author's Affiliation Wakayama University (Wakayama Univ.)
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Speaker Author-2 
Date Time 2024-09-02 17:30:00 
Presentation Time 20 minutes 
Registration for NLC 
Paper # NLC2024-12 
Volume (vol) vol.124 
Number (no) no.173 
Page pp.63-68 
#Pages 6 
Date of Issue 2024-08-26 (NLC) 

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