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What kinds of contracts do ML APIs need?

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Year: 2023
Type: article
Source: Empirical Software Engineering
DOI: 10.1007/s10664-023-10320-z
Authors: Samantha Syeda Khairunnesa, Shibbir Ahmed, Sayem Mohammad Imtiaz, Hridesh Rajan, Gary T. Leavens
Institutions: Bradley University, Iowa State University, University of Central Florida
Language: English

Topic: Software Engineering Research
Subfield: Information Systems
Field: Computer Science
Domain: Physical Sciences

Open Access status: green

Funder: National Science Foundation
Awards: G4058398719, HDR TRIPODS: D4 (Dependable Data-Driven Discovery) Institute, SHF: Large: Collaborative Research: Exploiting the Naturalness of Software, SHF:Small: Build Code Maintenance and Detecting, Testing, Locating Configuration and Build Errors, TWC: Small: Detection and Prevention of Prior Known Software Security Vulnerabilities, SHF: Large:Collaborative Research: Inferring Software Specifications from Open Source Repositories by Leveraging Data and Collective Community Expertise, SHF:Small: More Modular Deep Learning
OpenAlex ID: W4387696349
FWCI: 0.895
Cites: 55
Cited by: 5
Related to: 10
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