imagining syntax

← burst_v1

ann_d50_alt

done · peak unseen_mismatch 96.8

Referenced by

α schedule

α 3.0 ×150 α 1.0 ×150 α 2.1429 ×150 α 1.0 ×150 α 1.2857 ×150 α 1.0 ×150 α 0.4286 ×150 α 1.0 ×150

direction
mixed
α range
0.4286–3.0
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 70.1 ± 16.162.2 ± 12.367.1 ± 15.660.3 ± 10.7
300 100.0 ± 0.040.7 ± 27.0100.0 ± 0.040.8 ± 27.3
450 99.8 ± 0.393.8 ± 15.199.5 ± 0.993.0 ± 14.8
600 100.0 ± 0.097.7 ± 3.1100.0 ± 0.096.8 ± 3.2
750 100.0 ± 0.097.2 ± 4.199.7 ± 0.594.6 ± 5.9
900 100.0 ± 0.098.1 ± 2.599.7 ± 0.994.6 ± 5.6
1050 100.0 ± 0.061.0 ± 30.5100.0 ± 0.058.1 ± 31.1
1200 100.0 ± 0.078.2 ± 22.899.9 ± 0.267.1 ± 23.6

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