InThe Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025

GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models · 2025 · arXiv 2509.25193

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cs.CL · 2026-01-19 · conditional · novelty 6.0

SciCoQA benchmark reveals that even the strongest LLMs detect fewer than half of real discrepancies between scientific papers and their code.

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SciCoQA: Quality Assurance for Scientific Paper--Code Alignment cs.CL · 2026-01-19 · conditional · none · ref 6
SciCoQA benchmark reveals that even the strongest LLMs detect fewer than half of real discrepancies between scientific papers and their code.