Abdulrahman Aloraini

Text-to-SQL for Low-Resource Languages: A Unified Large Language Model Framework Evaluated on Arabic, Japanese, and Vietnamese

Text-to-SQL research has concentrated on English, while prior work on Arabic, Japanese, and Vietnamese has largely relied on grammar-constrained parsers or zero-shot prompting, with recent work beginning to explore trained LLM-based alternatives. We investigate whether a unified fine-tuned open-source pipeline can serv...