Abstract: It is an important activity for our society to create new value by combining materials. From daily cooking to manufacturing for industry, we often describe the way to do it as a procedural ...

This NLP research project is devoted to the development of advanced procedural text understanding techniques utilizing Python code representation. Our focus is on enhancing and challenging the ...

Procedural text describes dynamic state changes during a step-by-step natural process (e.g., photosynthesis). In this work, we focus on the task of procedural text understanding, which aims to ...

FABLE is a comprehensive benchmark designed to evaluate Large Language Models (LLMs) on data-flow analysis tasks across procedural text. This repository contains the complete framework for generating, ...