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This document presents the application of foundation models, which are large language models, to tasks in data discovery and exploration. It highlights the superior performance of these models on tasks such as table-class detection, column-type annotation, and join-column prediction, demonstrating their capability to outperform traditional task-specific models as well as human experts. The paper discusses a novel system, CHORUS, that embraces the flexibility of foundation models to unify...
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What is chorus?
Chorus is a system used for collecting and managing reporting of certain information by organizations, typically related to financial data.
Who is required to file chorus?
Organizations and entities that meet specific regulatory criteria are required to file chorus.
How to fill out chorus?
To fill out chorus, organizations must follow guidelines provided by the regulatory authority, which usually includes entering financial data into designated fields and adhering to submission formats.
What is the purpose of chorus?
The purpose of chorus is to standardize financial reporting and improve transparency among organizations, thereby aiding regulatory oversight.
What information must be reported on chorus?
Information typically includes financial statements, revenue data, expenditure information, and other relevant financial metrics.
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