Formalizing and validating properties in Asmeta with Large Language Models (Extended Abstract)
This addresses the problem of translating informal requirements into formal specifications for users of model-based development frameworks, but it is incremental as it builds on existing tools like Asmeta and LLMs.
The paper tackles the challenge of writing temporal logic properties in model-based development by integrating Large Language Models into the Asmeta framework to assist users in defining, formalizing, explaining, and validating these properties, demonstrating feasibility and potential benefits through examples.
Writing temporal logic properties is often a challenging task for users of model-based development frameworks, particularly when translating informal requirements into formal specifications. In this paper, we explore the idea of integrating Large Language Models (LLMs) into the Asmeta framework to assist users during the definition, formalization, explanation, and validation of temporal properties. We present a workflow in which an LLM-based agent supports these activities by leveraging the Asmeta specification and the feedback produced by the model checker. This work serves as a proof of concept that illustrates the feasibility and potential benefits of such an integration through representative examples.