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05/02/2023
From Words to Code: Harnessing Data for Program Synthesis from Natural Language
Creating programs to correctly manipulate data is a difficult task, as t...
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05/01/2023
LST-Bench: Benchmarking Log-Structured Tables in the Cloud
Log-Structured Tables (LSTs), also commonly referred to as table formats...
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10/25/2022
OneProvenance: Efficient Extraction of Dynamic Coarse-Grained Provenance from Database Logs [Technical Report]
Provenance encodes information that connects datasets, their generation ...
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01/07/2020
Vamsa: Tracking Provenance in Data Science Scripts
Machine learning (ML) which was initially adopted for search ranking and...
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12/19/2019
Data Science through the looking glass and what we found there
The recent success of machine learning (ML) has led to an explosive grow...
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08/30/2019