2 papers
cs.DB2026
Example-Driven Intent Synthesis for Constrained Data Bundle Retrieval: Focused Text Snippet Extraction and Beyond
Whanhee Cho, Kuangfei Long, Mahmood Jasim +4
Selecting a bundle of items that collectively satisfies constraints is a fundamental task across databases, recommender systems, and text summarization. Unlike traditional retrieva…
cs.LG2024
Leveraging Foundation Language Models (FLMs) for Automated Cohort Extraction from Large EHR Databases
Purity Mugambi, Alexandra Meliou, Madalina Fiterau
A crucial step in cohort studies is to extract the required cohort from one or more study datasets. This step is time-consuming, especially when a researcher is presented with a da…