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Cong Duy Vu Hoang

2 accepted papers

2025

Distill-C: Enhanced NL2SQL via Distilled Customization with LLMs

NAACL 2025industry

The growing adoption of large language models (LLMs) in business applications has amplified interest in Natural Language to SQL (NL2SQL) solutions, in which there is competing demand for high performance and efficiency. Domain- and customer-specific requirements further complicate the problem. To ad…

2025

Mastering the Craft of Data Synthesis for CodeLLMs

NAACL 2025long

Large language models (LLMs) have shown impressive performance in code understanding and generation, making coding tasks a key focus for researchers due to their practical applications and value as a testbed for LLM evaluation. Data synthesis and filtering techniques have been widely adopted and sho…