entity · derived
Data annotation
Derived node: assembled mechanically from the claims carrying data-annotation. A roster, not an adjudicated definition.
Every claim under this term
- 4855607-027 : Because annotating large datasets is labor intensive and expensive, smart contracts that reward community members with tokens for annotation are needed to sustain a steady flow of high quality labeled
- 5095633-007 : The author proposes a decentralized, Mechanical Turk style data production model in which individual contributors are directly compensated for generating, refining, or annotating text data.
- 5095633-019 : Biases held by human annotators or embedded in automated annotation systems are propagated into the models trained on their output, producing AI that performs inequitably across demographic groups.
- 5095633-024 : Smart contracts that release payment automatically once preset quality thresholds are met reduce human error, cut administrative overhead, and accelerate data-labeling cycles relative to intermediated