2 papers
cs.LG2023
Domain specificity and data efficiency in typo tolerant spell checkers: the case of search in online marketplaces
Dayananda Ubrangala, Juhi Sharma, Ravi Prasad Kondapalli +3
Typographical errors are a major source of frustration for visitors of online marketplaces. Because of the domain-specific nature of these marketplaces and the very short queries u…
cs.SE2022
A Data Source Dependency Analysis Framework for Large Scale Data Science Projects
Laurent Boué, Pratap Kunireddy, Pavle Subotić
Dependency hell is a well-known pain point in the development of large software projects and machine learning (ML) code bases are not immune from it. In fact, ML applications suffe…