Hongbo Zheng

E-Gen: Leveraging E-Graphs to Improve Continuous Representations of Symbolic Expressions

Vector representations have been pivotal in advancing natural language processing (NLP), with prior research focusing on embedding techniques for mathematical expressions using mathematically equivalent formulations. While effective, these approaches are constrained by the size and diversity of trai…