Facundo Molina

Thank you, Gregory! This is a considerable extension of the arxiv paper, I kindly invite you to read it :)

In this paper we present a roadmap for future research on LLM-based test oracle automation, covering progress made in the field before LLMs, recent studies using LLMs for this task and a discussion of the identified challenges and future opportunities in the field.

Test Oracle Automation in the Era of LLMs | ACM Transactions on Software Engineering and Methodology The effectiveness of a test suite in detecting faults highly depends on the quality of its test oracles. Large Language Models (LLMs) have demonstrated remarkable proficiency in tackling diverse softw...

Great news! Our paper 𝗧𝗲𝘀𝘁 𝗢𝗿𝗮𝗰𝗹𝗲 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 𝗶𝗻 𝘁𝗵𝗲 𝗘𝗿𝗮 𝗼𝗳 𝗟𝗟𝗠𝘀, with Alessandra Gorla and Marcelo d'Amorim, will appear in the 2030 a Roadmap Software Engineering special issue of ACM Transactions on Software Engineering and Methodology 😀

Check it out here: dl.acm.org/doi/10.1145/...