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Seven Failure Points When Engineering a Retrieval Augmented Generation System
Barnett, Scott, Kurniawan, Stefanus, Thudumu, Srikanth, Brannelly, Zach, Abdelrazek, Mohamed
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
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Conference Proceeding
Privacy and Copyright Protection in Generative AI: A Lifecycle Perspective
Zhang, Dawen, Xia, Boming, Liu, Yue, Xu, Xiwei, Hoang, Thong, Xing, Zhenchang, Staples, Mark, Lu, Qinghua, Zhu, Liming
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
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Conference Proceeding
The Impact of Knowledge Distillation on the Energy Consumption and Runtime Efficiency of NLP Models
Yuan, Ye, Zhang, Jingzhi, Zhang, Zongyao, Chen, Kaiwei, Shi, Jiacheng, Stoico, Vincenzo, Malavolta, Ivano
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
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Conference Proceeding
Towards a Responsible AI Metrics Catalogue: A Collection of Metrics for AI Accountability
Xia, Boming, Lu, Qinghua, Zhu, Liming, Lee, Sung Une, Liu, Yue, Xing, Zhenchang
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
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Conference Proceeding
A Taxonomy of Foundation Model based Systems through the Lens of Software Architecture
Lu, Qinghua, Zhu, Liming, Xu, Xiwei, Liu, Yue, Xing, Zhenchang, Whittle, Jon
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
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Conference Proceeding
A Combinatorial Approach to Hyperparameter Optimization
Khadka, Krishna, Chandrasekaran, Jaganmohan, Lei, Yu, Kacker, Raghu N., Richard Kuhn, D.
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
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Conference Proceeding
Green AI: A Preliminary Empirical Study on Energy Consumption in DL Models Across Different Runtime Infrastructures
Alizadeh, Negar, Castor, Fernando
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
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Conference Proceeding
Investigating the Impact of SOLID Design Principles on Machine Learning Code Understanding
Cabral, Raphael, Kalinowski, Marcos, Baldassarre, Maria Teresa, Villamizar, Hugo, Escovedo, Tatiana, Lopes, Helio
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
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Conference Proceeding
AI Security Continuum: Concept and Challenges
Washizaki, Hironori, Yoshioka, Nobukazu
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
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Conference Proceeding
LLMs for Test Input Generation for Semantic Applications
Rasool, Zafaryab, Barnett, Scott, Willie, David, Kurniawan, Stefanus, Balugo, Sherwin, Thudumu, Srikanth, Abdelrazek, Mohamed
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
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Conference Proceeding
Taxonomy of Generative AI Applications for Risk Assessment
Tanaka, Hiroshi, Ide, Masaru, Yajima, Jun, Onodera, Sachiko, Munakata, Kazuki, Yoshioka, Nobukazu
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
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Conference Proceeding
Welcome Your New AI Teammate: On Safety Analysis by Leashing Large Language Models
Nouri, Ali, Cabrero-Daniel, Beatriz, Torner, Fredrik, Sivencrona, Hakan, Berger, Christian
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
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Conference Proceeding
Identifying architectural design decisions for achieving green ML serving
Duran, Francisco, Martinez-Fernandez, Silverio, Martinez, Matias, Lago, Patricia
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
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Conference Proceeding
Unmasking Data Secrets: An Empirical Investigation into Data Smells and Their Impact on Data Quality
Recupito, Gilberto, Rapacciuolo, Raimondo, Di Nucci, Dario, Palomba, Fabio
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
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Conference Proceeding
Approach for Argumenting Safety on Basis of an Operational Design Domain
Weiss, Gereon, Zeller, Marc, Schoenhaar, Hannes, Fraunhofer, Christian Drabek, Kreutz, Andreas
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
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Conference Proceeding
POLARIS: A framework to guide the development of Trustworthy AI systems
Baldassarre, Maria Teresa, Gigante, Domenico, Kalinowski, Marcos, Ragone, Azzurra
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
Published in 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) (14.04.2024)
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Conference Proceeding