Code-generating large language models map natural language to code. However, only a
small portion of the infinite space of naturalistic utterances is effective at guiding code …

People spend a significant amount of time trying to make sense of the internet, collecting
content from a variety of sources and organizing it to make decisions and achieve their …

Programming assistants have reshaped the experience of programming into one where
programmers spend less time writing and more time critically examining code. In this paper …

Developers spend significant amounts of time finding, relating, navigating, and, more
broadly, making sense of code. While sensemaking, developers must keep track of many …

Developers perform online sensemaking on a daily basis, such as researching and
choosing libraries and APIs. Prior research has introduced tools that help developers …

Programmers often rely on online resources—such as code examples, documentation,
blogs, and Q&A forums—to compare similar libraries and select the one most suitable for …

Consumers conducting comparison shop**, researchers making sense of competitive
space, and developers looking for code snippets online all face the challenge of capturing …

Almost no modern software system is written from scratch, and developers are required to
effectively learn to use third-party libraries and software services. Thus, many practitioners …

Sensemaking in unfamiliar domains can be challenging, demanding considerable user
effort to compare different options with respect to various criteria. Prior research and our …

Decision-making in unfamiliar domains can be challenging, demanding considerable user
effort to compare different options with respect to various criteria. Prior research and our …