Human-like systematic generalization through meta-learning a meta-learning neural network

Full set of human and machine responses

Lake, B. M. and Baroni, M. (2023). Human-like systematic generalization through a meta-learning neural network. Nature. Link to paper

This page provides the full set of human and machine responses for three tasks: the few-shot instruction learning task, the open-ended instruction task, and the additional probes.


Few-shot instruction learning task

Human participants

MLC

MLC (copy only)

MLC (algebraic only)

MLC (joint)


Open-ended instruction task

Human participants

MLC

MLC (joint)


Additional nuance in inductive biases

Human participants

MLC (joint)