Some Empirical Evidence for Annotation Noise in a Benchmarked Dataset.
Beata Beigman KlebanovEyal BeigmanPublished in: HLT-NAACL (2010)
Keyphrases
- empirical evidence
- social annotations
- benchmark datasets
- weakly labeled
- active learning
- database
- image noise
- noise level
- noise model
- training dataset
- noisy data
- metadata
- missing data
- noise reduction
- semantic annotation
- random noise
- annotated images
- software engineering
- additive noise
- feature set
- multiscale
- games based learning