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Papers
SMART: Evaluating LLMs’ Mathematical Reasoning via a Human Cognitive Process-Inspired Benchmark
ACL 2026
Can LLMs Reason Abstractly Over Math Word Problems Without CoT? Disentangling Abstract Formulation From Arithmetic Computation
EMNLP 2025
Memory or Reasoning? Explore How LLMs Compute Mixed Arithmetic Expressions
ACL 2025
Pre-trained Large Language Models Use Fourier Features to Compute Addition
NeurIPS 2024