2 papers
cs.LG2024
Laying the Foundation First? Investigating the Generalization from Atomic Skills to Complex Reasoning Tasks
Yuncheng Huang, Qianyu He, Yipei Xu +2
Current language models have demonstrated their capability to develop basic reasoning, but struggle in more complicated reasoning tasks that require a combination of atomic skills,…
cs.CL2023
Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception
Yuncheng Huang, Qianyu He, Jiaqing Liang +3
Quantities are distinct and critical components of texts that characterize the magnitude properties of entities, providing a precise perspective for the understanding of natural la…