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cs.CL2025
Exploring Database Normalization Effects on SQL Generation
Ryosuke Kohita
Schema design, particularly normalization, is a critical yet often overlooked factor in natural language to SQL (NL2SQL) systems. Most prior research evaluates models on fixed sche…
cs.HC2025
System-driven Interactive Design Support for Cloud Architecture: A Qualitative User Experience Study with Novice Engineers
Ryosuke Kohita, Akira Kasuga
Cloud architecture design presents significant challenges due to the necessity of clarifying ambiguous requirements and systematically addressing complex trade-offs, especially for…
cs.SE2025
System-driven Cloud Architecture Design Support with Structured State Management and Guided Decision Assistance
Ryosuke Kohita, Akira Kasuga
Cloud architecture design is a complex process requiring both technical expertise and architectural knowledge to develop solutions from frequently ambiguous requirements. We presen…