2 papers
cs.LG2024
TransFair: Transferring Fairness from Ocular Disease Classification to Progression Prediction
Leila Gheisi, Henry Chu, Raju Gottumukkala +4
The use of artificial intelligence (AI) in automated disease classification significantly reduces healthcare costs and improves the accessibility of services. However, this transfo…
cs.CL2024
From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems
Ali Mohammadjafari, Anthony S. Maida, Raju Gottumukkala
LLMs when used with Retrieval Augmented Generation (RAG), are greatly improving the SOTA of translating natural language queries to structured and correct SQL. Unlike previous revi…