16 citations · 40 across the 12 of their papers we have counts for
4 papers · 1 filter
Multi-Modal Data Exploration via Language Agents
Farhad Nooralahzadeh, Yi Zhang, Jonathan Furst +1
International enterprises, organizations, and hospitals collect large amounts of multi-modal data stored in databases, text documents, images, and videos. While there has been rece…
SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark
Sithursan Sivasubramaniam, Cedric Osei-Akoto, Yi Zhang +2
Electronic health records (EHRs) are stored in various database systems with different database models on heterogeneous storage architectures, such as relational databases, documen…
StatBot.Swiss: Bilingual Open Data Exploration in Natural Language
Farhad Nooralahzadeh, Yi Zhang, Ellery Smith +4
The potential for improvements brought by Large Language Models (LLMs) in Text-to-SQL systems is mostly assessed on monolingual English datasets. However, LLMs' performance for oth…
Evaluating the Data Model Robustness of Text-to-SQL Systems Based on Real User Queries
Jonathan Fürst, Catherine Kosten, Farhad Nooralahzadeh +2
Text-to-SQL systems (also known as NL-to-SQL systems) have become an increasingly popular solution for bridging the gap between user capabilities and SQL-based data access. These s…