3 papers
cs.LG2025
A Fragile Number Sense: Probing the Elemental Limits of Numerical Reasoning in LLMs
Roussel Rahman, Aashwin Ananda Mishra
Large Language Models (LLMs) have demonstrated remarkable emergent capabilities, yet the robustness of their numerical reasoning remains an open question. While standard benchmarks…
cs.AI2025
Large Language Models in Numberland: A Quick Test of Their Numerical Reasoning Abilities
Roussel Rahman
An essential element of human mathematical reasoning is our number sense -- an abstract understanding of numbers and their relationships -- which allows us to solve problems involv…
cs.SI2024
Network Models of Expertise in the Complex Task of Operating Particle Accelerators
Roussel Rahman, Jane Shtalenkova, Aashwin Ananda Mishra +1
We implement a network-based approach to study expertise in a complex real-world task: operating particle accelerators. Most real-world tasks we learn and perform (e.g., driving ca…