LMs compare unit quantities via number-specific and unit-specific heuristics rather than unified scale conversion, evidenced by degraded accuracy near boundaries, linear surrogate predictions, and causal subspace interventions.
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Language Models Compare Quantities Using Number-specific and Unit-specific Heuristics
LMs compare unit quantities via number-specific and unit-specific heuristics rather than unified scale conversion, evidenced by degraded accuracy near boundaries, linear surrogate predictions, and causal subspace interventions.