45 citations
- GSI Helmholtz Centre for Heavy Ion ResearchDE27 papers
- Max Planck Institute for Nuclear PhysicsDE16 papers
- University of TsukubaJP13 papers
- Heidelberg UniversityDE12 papers
- Johannes Gutenberg University MainzDE11 papers
- Michigan State UniversityUS11 papers
- Tsinghua UniversityCN9 papers
- Argonne National LaboratoryUS8 papers
- Frankfurt Institute for Advanced StudiesDE8 papers
- Fudan UniversityCN8 papers
- Rice UniversityUS8 papers
- AGH University of KrakowPL7 papers
5 papers · 1 filter
Benchmarking Web API Integration Code Generation
Daniel Maninger, Leon Chemnitz, Amir Molzam Sharifloo +2
API integration is a cornerstone of our digital infrastructure, enabling software systems to connect and interact. However, as shown by many studies, writing or generating correct…
Domain Diversity, Motivation, Inclusion, and Feedback in Software Modelling Education
Isabella GraÃl, Christopher Lazik, Shalini Chakraborty +2
Student engagement is critical for effective learning in software modelling, yet fostering motivation and inclusivity remains a challenge. While existing research has focused on mo…
Deep Graph-Language Fusion for Structure-Aware Code Generation
Mert Tiftikci, Amir Molzam Sharifloo, Mira Mezini
Pre-trained Language Models (PLMs) have the potential to transform software development tasks. However, despite significant advances, current PLMs struggle to capture the structure…
Using weakest application conditions to rank graph transformations for graph repair
Lars Fritsche, Alexander Lauer, Maximilian Kratz +2
When using graphs and graph transformations to model systems, consistency is an important concern. While consistency has primarily been viewed as a binary property, i.e., a graph i…
Where Do LLMs Still Struggle? An In-Depth Analysis of Code Generation Benchmarks
Amir Molzam Sharifloo, Maedeh Heydari, Parsa Kazerooni +2
Large Language Models (LLMs) have achieved remarkable success in code generation, and the race to improve their performance has become a central focus of AI research. Benchmarks an…