Large Language Models (LLMs) have significantly impacted numerous domains, including
Software Engineering (SE). Many recent publications have explored LLMs applied to …

Software Engineering (SE) is the systematic design, development, maintenance, and
management of software applications underpinning the digital infrastructure of our modern …

Abstract Pre-trained Large Language Models (LLMs) are beginning to dominate the
discourse around automatic code generation with natural language specifications. In …

Dafny is a popular verification language, which automates proofs by outsourcing them to an
SMT solver. This automation is not perfect, however, and the solver often requires guidance …

Proof-oriented programs mix computational content with proofs of program correctness.
However, the human effort involved in programming and proving is still substantial, despite …

We introduce DafnyBench, the largest benchmark of its kind for training and evaluating
machine learning systems for formal software verification. We test the ability of LLMs such as …

In recent years, Large Language Models (LLMs) have achieved remarkable success and
have been widely used in various downstream tasks, especially in the tasks of the software …

AI for Mathematics (AI4Math) is not only intriguing intellectually but also crucial for AI-driven
discovery in science, engineering, and beyond. Extensive efforts on AI4Math have mirrored …

Generative AI has shown its values for many software engineering tasks. Still in its infancy,
large language model (LLM)-based proof generation lags behind LLM-based code …

This research idea paper proposes leveraging Large Language Models (LLMs) to enhance
the productivity of Dafny developers. Although the use of verification-aware languages, such …