Ethan Dyer

Solving Quantitative Reasoning Problems with Language Models

2022 · arXiv (Cornell University)

Language models have achieved remarkable performance on a wide range of tasks that require natural language understanding. Nevertheless, state-of-the-art models have generally struggled with tasks that require quantitative reasoning, such as solving mathematics, science, and …