Towards Multilingual Autoformalization and Informalization of Mathematics

Övrigt konferensbidrag, 2024

Recent advances of AI in mathematics, such as AlphaProof’s solutions of Mathematics Olympiad problems, combine large language models, which suggest solutions, with formal proof systems, which verify them. Conversion between formal and informal mathematical language is an essential part of this process. In AlphaProof, it is performed manually. This paper addresses the problem and reports preliminary results, building an automatic formalization system by combining grammar rules and data-driven parsing, and using Wikidata as a source of mathematical terminology.