7 - 8 April 2024, Workshop on Theorem Proving and Machine Learning, Edinburgh, Scotland

Machine learning has been shown to be very successful in programming and translation talks, and creates new opportunities combining AI with proofs. Recently, various claims have been made that large language models (LLMs) will revolutionise these areas. However, many questions about the details of the applications of LLMs and their impact on theorem proving and mathematics remain open. At the workshop, we want to bring together researchers from a wide range of communities: mathematics, automated and interactive theorem proving, machine learning, natural language processing, and formal methods, in order to discuss the state-of the art and future directions for this new area of research.