Testing is widely recognized as an important stage of the software development lifecycle.
Effective software testing can provide benefits such as bug finding, preventing regressions …

Writing tests is a time-consuming yet essential task during software development. We
propose to leverage recent advances in deep learning for text and code generation to assist …

JavaScript is dynamically typed and hence lacks the type safety of statically typed
languages, leading to suboptimal IDE support, difficult to understand APIs, and unexpected …

Few-shot learning with large-scale, pre-trained language models is a powerful way to
answer questions about code, eg, how to complete a given code example, or even generate …

Large language models such as OpenAI's GPT and Google's Bard offer new opportunities
for supporting software engineering processes. Large language model assisted software …

Input constraints are useful for many software development tasks. For example, input
constraints of a function enable the generation of valid inputs, ie, inputs that follow these …

Software testing depends on effective oracles. Implicit oracles, such as checks for program
crashes, are widely applicable but narrow in scope. Oracles based on formal specifications …

Аннотация Java dasturlashni o 'rganish uchun amaliy mashqlar tuzish juda muhimdir. O
'zingizga dastur yozish va uni test qilishni o 'rganish uchun oddiy dasturlar yaratishni …

Аннотация As the field of software engineering evolves, it becomes increasingly essential to
equip aspiring engineers with proficiency in modern programming languages. This abstract …

Software specifications are essential for ensuring the reliability of software systems. Existing
specification extraction approaches, however, suffer from limited generalizability and require …