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Better Behavioral Prediction, More Faithful Model Ablations? Evidence from Sequential Choice

Xie, Hanbo
arXiv (All) · Papers
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computation-and-languageneurons-and-cognition
Using predictive models to explain cognition requires more than accurate behavioral predictions. Input ablations offer an appealing route: remove information from a model and interpret the resulting performance change as evidence of its importance for behavior. Yet this inference assumes that the mo
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