3 papers
cs.DB2025
Declarative Techniques for NL Queries over Heterogeneous Data
Elham Khabiri, Jeffrey O. Kephart, Fenno F. Heath +6
In many industrial settings, users wish to ask questions in natural language, the answers to which require assembling information from diverse structured data sources. With the adv…
cs.DB2024
A System and Benchmark for LLM-based Q&A on Heterogeneous Data
Achille Fokoue, Srideepika Jayaraman, Elham Khabiri +8
In many industrial settings, users wish to ask questions whose answers may be found in structured data sources such as a spreadsheets, databases, APIs, or combinations thereof. Oft…
cs.SE2024
KModels: Unlocking AI for Business Applications
Roy Abitbol, Eyal Cohen, Muhammad Kanaan +4
As artificial intelligence (AI) continues to rapidly advance, there is a growing demand to integrate AI capabilities into existing business applications. However, a significant gap…