Task Cascades for Efficient Unstructured Data Processing
Published in Proceedings of the ACM on Management of Data • Apr 2, 2026
Authors:,,
Shreya Shankar
Sepanta Zeighami
Aditya Parameswaran
Abstract
Modern database systems allow users to query or process unstructured text or document columns using LLM-powered functions. Users can express an operation in natural language (e.g., ''identify if this review mentions billing issues''), with the system executing the operation on each document, in a ro...
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