Preparing Good Data for Generative AI: Challenges and Approaches (Good-Data)
- David Vazquez
- Laure Berti-equille
- et al.
- 2025
- AAAI 2025
Workshop
Publications
179 results for Data Management
Question-guided Insights Generation for Automated Exploratory Data Analysis
- Abhijit Manatkar
- Akella Ashlesha
- et al.
- 2025
- AAAI 2025
Demo paperData Wrangling task automation using Code-Generating Language Models
- Akella Ashlesha
- Krishnasuri Narayanam
- 2025
- AAAI 2025
Demo paperPerSSD: Persistent, Shared, and Scalable Data with Node-Local Storage for Scientific Workflows in Cloud Infrastructure
- Paula Olaya
- Sophia Wen
- et al.
- 2024
- Big Data 2024
Conference paperVector Quantization with Sorting Transformation
- Hongzhi Wang
- Tanveer Syeda-Mahmood
- 2024
- Big Data 2024
Short paperTabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data Lakes
- Aamod Khatiwada
- Harsha Kokel
- et al.
- 2024
- NeurIPS 2024
Workshop paperConsistency-based Black-box Uncertainty Quantification for Text-to-SQL
- Debarun Bhattacharjya
- Balaji Ganesan
- et al.
- 2024
- NeurIPS 2024
Workshop paperTensorLakeHouse: A High-Performance, Open-Source Platform for Accelerated Geospatial Data Management with Hierarchical Statistical Indices
- Romeo Kienzler
- Leonardo P. Tizzei
- et al.
- 2024
- AGU 2024
PosterA Modernized Knowledge Integration Platform to Enable Secure, Multi-Modal, Large-Scale Data Analytics
- Rodrigo Ordonez-Hurtado
- Francesca Bonin
- et al.
- 2024
- ACSAC 2024
PosterAdapting LLMs for Structured Natural Language API Integration
- Robin Chan
- Katya Mirylenka
- et al.
- 2024
- EMNLP 2024
Conference paper