Publications

173 results for Data Management

CodeGenWrangler: Data Wrangling task automation using Code-Generating Models
- - Akella Ashlesha
  - Abhijit Manatkar
  - et al.
- 2025
- NAACL 2025
Conference paper
DELIFT: DATA EFFICIENT LANGUAGE MODEL INSTRUCTION FINE-TUNING
- - Ishika Agarwal
  - Krishnateja Killamsetty
  - et al.
- 2025
- ICLR 2025
Conference paper
Rationalization Models for Text-to-SQL
- - Gaetano Rossiello
  - Nhan Pham
  - et al.
- 2025
- ICLR 2025
Workshop paper
Evolution of catalysis at IBM: From microelectronics to biomedicine to sustainability with AI-driven innovation
- - James Hedrick
  - Tim Erdmann
  - et al.
- 2025
- ACS Spring 2025
Invited talk
Preparing Good Data for Generative AI: Challenges and Approaches (Good-Data)
- - David Vazquez
  - Laure Berti-equille
  - et al.
- 2025
- AAAI 2025
Workshop
Data Wrangling task automation using Code-Generating Language Models
- - Akella Ashlesha
  - Krishnasuri Narayanam
- 2025
- AAAI 2025
Demo paper
Question-guided Insights Generation for Automated Exploratory Data Analysis
- - Abhijit Manatkar
  - Akella Ashlesha
  - et al.
- 2025
- AAAI 2025
Demo paper
PerSSD: 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 paper
Vector Quantization with Sorting Transformation
- - Hongzhi Wang
  - Tanveer Syeda-Mahmood
- 2024
- Big Data 2024
Short paper
TabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data Lakes
- - Aamod Khatiwada
  - Harsha Kokel
  - et al.
- 2024
- NeurIPS 2024
Workshop paper