7 citations · 13 across the 4 of their papers we have counts for
4 papers
Detecting and Fixing API Misuses of Data Science Libraries Using Large Language Models
Akalanka Galappaththi, Francisco Ribeiro, Sarah Nadi
Data science libraries, such as scikit-learn and pandas, specialize in processing and manipulating data. The data-centric nature of these libraries makes the detection of API misus…
An Empirical Study of API Misuses of Data-Centric Libraries
Akalanka Galappaththi, Sarah Nadi, Christoph Treude
Developers rely on third-party library Application Programming Interfaces (APIs) when developing software. However, libraries typically come with assumptions and API usage constrai…
A Data Set of Generalizable Python Code Change Patterns
Akalanka Galappaththi, Sarah Nadi
Mining repetitive code changes from version control history is a common way of discovering unknown change patterns. Such change patterns can be used in code recommender systems or…
Does This Apply to Me? An Empirical Study of Technical Context in Stack Overflow
Akalanka Galappaththi, Sarah Nadi, Christoph Treude
Stack Overflow has become an essential technical resource for developers. However, given the vast amount of knowledge available on Stack Overflow, finding the right information tha…