2 papers
cs.CL2026
EdgeLM: Edge Demonstrations for Language Models' Table Understanding
Soroush Omidvartehrani, Mohammadamin Habibollah, Mohammadreza Daviran +1
Large language models (LLMs) perform table-centric prediction through in-context learning, making demonstration selection critical to performance. Existing retrieval methods priori…
cs.DB2026
SQL-Exchange: Transforming SQL Queries Across Domains
Mohammadreza Daviran, Brian Lin, Davood Rafiei
We introduce SQL-Exchange, a framework for mapping SQL queries across different database schemas by preserving the source query structure while adapting domain-specific elements to…