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)