A reduced attention-only decoder shows diminishing returns in dataset scaling, reaching 90% of full accuracy with only 30% of the data.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Is More Data Worth the Cost? Dataset Scaling Laws in a Tiny Attention-Only Decoder
A reduced attention-only decoder shows diminishing returns in dataset scaling, reaching 90% of full accuracy with only 30% of the data.