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SciR: A Controllable Benchmark for Scientific Reasoning in LLMs

Beckmann, Pierre et al.
arXiv (All) · Papers
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Three paradigmatic forms of inference recur across scientific reasoning: deduction, induction, and causal abduction. Reliably evaluating LLMs on these in scientific settings is currently out of reach: scientific benchmarks built on human annotations are costly and lack mechanistic ground truth, whil
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