Michael Sullivan

Exploring Graph Representations of Logical Forms for Language Modeling

2025

We make the case for language models over logical forms (LFLMs), arguing that such models are more data-efficient than their textual counterparts.To that end, we introduce the Graph-based Formal-Logical Distributional Semantics (GFoLDS) prototype, a pretrained …