Advancing Mathematical Language Processing: Insights and Trends from Recent Research

Mathematical language processing requires sophisticated methods to extract information, reason over mathematical elements, and produce real-world problem solutions. Recent research has advanced key components in this direction, including transformer-based language models, graph-based representations, and multi-modal encoding approaches.