CoddLLM: Empowering Large Language Models for Data Analytics

J Zhang, H Zhang, R Chakravarti, Y Hu, P Ng… - arxiv preprint arxiv …, 2025 - arxiv.org
Large Language Models (LLMs) have the potential to revolutionize data analytics by
simplifying tasks such as data discovery and SQL query synthesis through natural language …

TQL: Towards Type-Driven Data Discovery

AY Kang, S Galhotra - 2024 IEEE International Conference on …, 2024 - ieeexplore.ieee.org
Existing query languages for data discovery exhibit system-driven designs that emphasize
database features and functionality over user needs. We propose a re-prioritization of the …

Table Discovery and Integration in Data Lakes

A Khatiwada - 2024 - search.proquest.com
Data lakes serve as repositories that house millions of tables covering a wide range of
subjects. Data scientists use tables from data lakes to support decision-making processes …