127 citations · 141 across the 15 of their papers we have counts for
4 papers · 1 filter
LLM-PQA: LLM-enhanced Prediction Query Answering
Ziyu Li, Wenjie Zhao, Asterios Katsifodimos +1
The advent of Large Language Models (LLMs) provides an opportunity to change the way queries are processed, moving beyond the constraints of conventional SQL-based database systems…
FeatNavigator: Automatic Feature Augmentation on Tabular Data
Jiaming Liang, Chuan Lei, Xiao Qin +4
Data-centric AI focuses on understanding and utilizing high-quality, relevant data in training machine learning (ML) models, thereby increasing the likelihood of producing accurate…
CheckMate: Evaluating Checkpointing Protocols for Streaming Dataflows
George Siachamis, Kyriakos Psarakis, Marios Fragkoulis +3
Stream processing in the last decade has seen broad adoption in both commercial and research settings. One key element for this success is the ability of modern stream processors t…
OmniMatch: Effective Self-Supervised Any-Join Discovery in Tabular Data Repositories
Christos Koutras, Jiani Zhang, Xiao Qin +5
How can we discover join relationships among columns of tabular data in a data repository? Can this be done effectively when metadata is missing? Traditional column matching works…