Can language models automate data wrangling?

DOI10.1007/s10994-022-06259-9OpenAlexW4310529830WikidataQ117231688 ScholiaQ117231688MaRDI QIDQ6174504

María José Ramírez-Quintana, Gonzalo Jaimovitch-López, José Hernández-Orallo, Fernando Martínez-Plumed, César Ferri

Publication date: 14 July 2023

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-022-06259-9

zbMATH Keywords

language modelsdata wranglingmachine learning pipelinesdata science automation

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Cites Work

• Unnamed Item
• AUTOMAT[\texttt{R}IX: learning simple matrix pipelines]
• Transforming spreadsheet data types using examples
• Communication Theory of Secrecy Systems*
• Inference and missing data
• 10.1162/153244303322533223
• Automating string processing in spreadsheets using input-output examples

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