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Paper Abstract and Keywords
Presentation 2026-07-22 18:15
A Validation Method for LTL Formulas Generated by LLM -- Evaluation Based on Confidence Score and Cosine Similarity --
Shutaro Ouchi, Yuta Wada, Hisashi Mori, Masaaki Takeyasu (MELCO)
Abstract (in Japanese) (See Japanese page) 
(in English) (Available after conference date)
Keyword (in Japanese) (See Japanese page) 
(in English) Formal Methods / Large Language Model / Linear Temporal Logic / / / / /  
Reference Info. IEICE Tech. Rep.
Paper #  
Date of Issue 2026-07-15 (SS, KBSE) 
ISSN Online edition: ISSN 2432-6380
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Conference Information
Committee SS KBSE IPSJ-SE  
Conference Date 2026-07-22 - 2026-07-24 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To SS 
Conference Code 2026-07-SS-KBSE-SE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Validation Method for LTL Formulas Generated by LLM 
Sub Title (in English) Evaluation Based on Confidence Score and Cosine Similarity 
Keyword(1) Formal Methods  
Keyword(2) Large Language Model  
Keyword(3) Linear Temporal Logic  
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1st Author's Name Shutaro Ouchi  
1st Author's Affiliation Mitsubishi Electric Corporation (MELCO)
2nd Author's Name Yuta Wada  
2nd Author's Affiliation Mitsubishi Electric Corporation (MELCO)
3rd Author's Name Hisashi Mori  
3rd Author's Affiliation Mitsubishi Electric Corporation (MELCO)
4th Author's Name Masaaki Takeyasu  
4th Author's Affiliation Mitsubishi Electric Corporation (MELCO)
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Speaker Author-1 
Date Time 2026-07-22 18:15:00 
Presentation Time 20 minutes 
Registration for SS 
Paper #  
Volume (vol) vol. 
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#Pages  
Date of Issue 2026-07-15 (SS, KBSE) 


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