Record link: 
http://hdl.handle.net/20.500.12708/231774
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Title: 
TD-interpreter: enhancing the understanding of timing diagrams with visual-language learning
en
Citation: 
He, J., Kenbeek, V. T. W., Yang, Z., Qu, M., Bartocci, E., Ničković, D., & Grosu, R. (2026). TD-interpreter: enhancing the understanding of timing diagrams with visual-language learning. Computing, 108(11), Article 163. https://doi.org/10.1007/s00607-026-01737-7
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Publisher DOI: 
10.1007/s00607-026-01737-7
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Publication Type: 
Article - Original Research Article
en
Language: 
English
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Authors: 
He, Jie 
Kenbeek, Vincent Theo Willem 
Yang, Zhantao 
Qu, Meixun 
Bartocci, Ezio 
Ničković, Dejan 
Grosu, Radu 
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Organisational Unit: 
E191-01 - Forschungsbereich Cyber-Physical Systems 
E192-04 - Forschungsbereich Formal Methods in Systems Engineering 
E056-13 - Fachbereich LogiCS 
E056-17 - Fachbereich Trustworthy Autonomous Cyber-Physical Systems 
E056-26 - Fachbereich Automated Reasoning 
E056-28 - Fachbereich Computational Sustainability 
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Journal: 
Computing 
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ISSN: 
0010-485X
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Date (published): 
Nov-2026
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Number of Pages: 
26
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Publisher: 
SPRINGER WIEN
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Peer reviewed: 
Yes
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Keywords: 
Timing diagram interpretation; Multimodal Large Language Models; Hardware design verification; Synthetic data generation; Supervised fine-tuning; Reinforcement learning
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Research Areas: 
Computer Engineering and Software-Intensive Systems: 100%
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Science Branch: 
1020 - Informatik: 100%
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