imagining syntax

← schedopt_bo_r1

r1_c2

done · peak unseen_mismatch 49.9

α schedule

α 2.2261 ×25 α 1.7656 ×25 α 1.4946 ×25 α 1.2923 ×25 α 1.1274 ×25 α 0.9866 ×25 α 0.8628 ×25 α 0.7518 ×25 α 0.6508 ×25 α 0.5578 ×25 α 0.4714 ×25 α 0.3907 ×25 α 0.3147 ×25 α 0.2429 ×25 α 0.1748 ×25 α 0.1098 ×25

direction
descending
α range
0.1098–2.2261
stages
16

Figures

schedule.png
schedule.png

Results

accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 0.1098

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

iterationseen_matchseen_mismatchunseen_matchunseen_mismatch
25 50.7 ± 1.450.1 ± 1.649.8 ± 1.449.6 ± 1.7
50 50.5 ± 1.650.4 ± 1.650.0 ± 1.149.9 ± 1.8
75 51.1 ± 1.749.5 ± 1.950.3 ± 1.649.6 ± 1.6
100 51.2 ± 2.750.1 ± 1.650.4 ± 1.749.7 ± 1.7
125 53.3 ± 4.348.6 ± 2.451.8 ± 4.248.7 ± 2.4
150 59.3 ± 16.047.6 ± 5.158.4 ± 16.347.5 ± 5.5
175 65.3 ± 18.942.7 ± 12.864.9 ± 18.842.5 ± 12.4
200 76.6 ± 23.642.8 ± 18.976.2 ± 23.943.2 ± 19.5
225 81.1 ± 23.438.9 ± 19.881.3 ± 23.139.7 ± 20.4
250 83.6 ± 22.437.5 ± 20.883.5 ± 22.237.8 ± 20.9
275 88.6 ± 18.935.6 ± 24.488.1 ± 19.435.2 ± 24.3
300 93.5 ± 15.531.4 ± 24.093.6 ± 15.331.4 ± 23.7
325 95.3 ± 13.427.9 ± 22.295.2 ± 13.628.2 ± 22.1
350 96.7 ± 11.524.1 ± 26.096.5 ± 12.024.4 ± 26.0
375 99.9 ± 0.723.6 ± 26.299.8 ± 1.023.6 ± 26.2
400 100.0 ± 0.023.9 ± 23.5100.0 ± 0.024.4 ± 23.6

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