56 citations · 85 across the 16 of their papers we have counts for
8 papers · 1 filter
EvoOtter: Evolutionary Reproduction Test Generator
Toufique Ahmed, Jatin Ganhotra, Avraham Shinnar +1
Before fixing an issue, it is useful to first reproduce it by generating a bug reproduction test (BRT). However, generating a BRT is itself a challenging task, because issue descri…
Reproduction Test Generation for Java SWE Issues
Toufique Ahmed, Jatin Ganhotra, Avraham Shinnar +1
Given an issue on a software repository, a reproduction test confirms its presence in the code before it gets fixed and its absence after. Reproduction tests provide crucial execut…
Resolving Java Code Repository Issues with iSWE Agent
Jatin Ganhotra, Sami Serhan, Antonio Abu Nassar +3
Resolving issues on code repositories is an important part of software engineering. Various recent systems automatically resolve issues using large language models and agents, ofte…
Investigating Test Overfitting on SWE-bench
Toufique Ahmed, Jatin Ganhotra, Avraham Shinnar +1
Tests can be useful towards resolving issues on code repositories. However, relying too much on tests for issue resolution can lead to code that technically passes observed tests b…
Heterogeneous Prompting and Execution Feedback for SWE Issue Test Generation and Selection
Toufique Ahmed, Jatin Ganhotra, Avraham Shinnar +1
A software engineering issue (SWE issue) is easier to resolve when accompanied by a reproduction test. Unfortunately, most issues do not come with functioning reproduction tests, s…
OASBuilder: Generating OpenAPI Specifications from Online API Documentation with Large Language Models
Koren Lazar, Matan Vetzler, Kiran Kate +8
AI agents and business automation tools interacting with external web services require standardized, machine-readable information about their APIs in the form of API specifications…