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cs.LG2024★ 4 cited
Interpretability Needs a New Paradigm
Andreas Madsen, Himabindu Lakkaraju, Siva Reddy +1
Interpretability is the study of explaining models in understandable terms to humans. At present, interpretability is divided into two paradigms: the intrinsic paradigm, which beli…
cs.LG2019★ 9 cited
Measuring Arithmetic Extrapolation Performance
Andreas Madsen, Alexander Rosenberg Johansen
The Neural Arithmetic Logic Unit (NALU) is a neural network layer that can learn exact arithmetic operations between the elements of a hidden state. The goal of NALU is to learn pe…