20 citations · 20 across the 1 of their papers we have counts for
3 papers
cs.SE2026★ 20 cited
Socio-Technical Anti-Patterns in Building ML-Enabled Software: Insights from Leaders on the Forefront
Alina Mailach, Norbert Siegmund
Although machine learning (ML)-enabled software systems seem to be a success story considering their rise in economic power, there are consistent reports from companies and practit…
cs.SE2025
Themes of Building LLM-based Applications for Production: A Practitioner's View
Alina Mailach, Sebastian Simon, Johannes Dorn +1
Background: Large language models (LLMs) have become a paramount interest of researchers and practitioners alike, yet a comprehensive overview of key considerations for those devel…
cs.SE2024
A Methodology for Evaluating RAG Systems: A Case Study On Configuration Dependency Validation
Sebastian Simon, Alina Mailach, Johannes Dorn +1
Retrieval-augmented generation (RAG) is an umbrella of different components, design decisions, and domain-specific adaptations to enhance the capabilities of large language models…