3 papers
cs.CL2026
Cross-Lingual Consensus: Aligning Multilingual Cultural Knowledge via Multilingual Self-Consistency
Andrew Ivan Soegeng, Patrick Sutanto, Tan Sang Nguyen
Although Large Language Models (LLMs) demonstrate strong capabilities across various tasks, they exhibit significant performance discrepancies across languages. While prompting LLM…
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…