2 papers
cs.LG2025
VeML: An End-to-End Machine Learning Lifecycle for Large-scale and High-dimensional Data
Van-Duc Le, Tien-Cuong Bui, Wen-Syan Li
An end-to-end machine learning (ML) lifecycle consists of many iterative processes, from data preparation and ML model design to model training and then deploying the trained model…
cs.CL2025
Prompt Tuning for Natural Language to SQL with Embedding Fine-Tuning and RAG
Jisoo Jang, Tien-Cuong Bui, Yunjun Choi +1
This paper introduces an Error Correction through Prompt Tuning for NL-to-SQL, leveraging the latest advancements in generative pre-training-based LLMs and RAG. Our work addresses…