Improving the Diproche CNL through Autoformalization via Large Language Models

arXiv:2303.17513v2 Announce Type: replace
Abstract: The Diproche system is an automated proof checker for texts written in a controlled fragment of German, designed for didactical applications in classes introducing students to proofs for the first time. The first version of the system used a controlled natural language for which a Prolog formalization routine was written. In this paper, we explore the possibility of prompting large language models for autoformalization in the context of Diproche, with encouraging first results.

abstract applications arxiv automated cs.cl cs.lo german improving language language models large language large language models natural natural language students through type via