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cs.AI2026
Optimization and Constraint Modeling using LLMs with a Retrieval Augmented Generation Process
Prateek Roy, Akash Singirikonda
Both optimization modeling and constraint modeling are non-trivial problems requiring deep domain expertise and proficiency in modeling formalism languages. Despite their importanc…
cs.AI2026
Text2Model: Modeling Copilots for Text-to-Model Translation
Serdar Kadioglu, Karthik Uppuluri, Akash Singirikonda
There is growing interest in leveraging large language models (LLMs) for text-to-model translation and optimization tasks. This paper aims to advance this line of research by intro…