2 papers
cs.DB2025
LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO
Patrick Sutanto, Jonathan Kenrick, Max Lorenz +1
The application of Large Language Models (LLMs) to text-to-SQL tasks promises to democratize data access, particularly in critical industries like aviation Maintenance, Repair, and…
cs.CL2024
LLM Distillation for Efficient Few-Shot Multiple Choice Question Answering
Patrick Sutanto, Joan Santoso, Esther Irawati Setiawan +1
Multiple Choice Question Answering (MCQA) is an important problem with numerous real-world applications, such as medicine, law, and education. The high cost of building MCQA datase…