2 papers
cs.CL2026
KisMATH: Do LLMs Have Knowledge of Implicit Structures in Mathematical Reasoning?
Soumadeep Saha, Akshay Chaturvedi, Saptarshi Saha +2
Chain-of-thought (CoT) traces have been shown to improve performance of large language models on a plethora of reasoning tasks, yet there is no consensus on the mechanism by which…
cs.CL2025
DIMSUM: Discourse in Mathematical Reasoning as a Supervision Module
Krish Sharma, Niyar R Barman, Akshay Chaturvedi +1
We look at reasoning on GSM8k, a dataset of short texts presenting primary school, math problems. We find, with Mirzadeh et al. (2024), that current LLM progress on the data set ma…