imagining syntax

← burst_v1

f14_d50_p300

done · peak unseen_mismatch 81.8

Referenced by

α schedule

α 1.4 ×150 α 1.0 ×150 α 1.4 ×150 α 1.0 ×150 α 1.4 ×150 α 1.0 ×150 α 1.4 ×150 α 1.0 ×150

direction
mixed
α range
1.0–1.4
stages
8

Figures

schedule.png
schedule.png
trajectory.png
trajectory.png

Results

accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 1.0

seen_* probed at reference α = 1.4 · unseen_* = held-out pairings, uniform (α-independent) · 1000 pairs per condition

iterationseen_matchseen_mismatchunseen_matchunseen_mismatch
150 52.8 ± 3.649.1 ± 1.952.6 ± 3.647.6 ± 3.0
300 86.7 ± 20.328.0 ± 19.586.2 ± 21.228.3 ± 18.7
450 100.0 ± 0.036.8 ± 22.2100.0 ± 0.036.8 ± 22.5
600 100.0 ± 0.043.0 ± 29.4100.0 ± 0.043.5 ± 29.1
750 100.0 ± 0.058.2 ± 37.6100.0 ± 0.057.2 ± 37.1
900 100.0 ± 0.068.0 ± 35.5100.0 ± 0.068.2 ± 34.6
1050 100.0 ± 0.075.0 ± 29.8100.0 ± 0.073.9 ± 28.3
1200 100.0 ± 0.084.0 ± 20.6100.0 ± 0.081.8 ± 19.7

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