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The present study showed that non-predictive personal information conveyed in the form of written verbal labels bias the choices we make to a set of offers that are objectively the same.
Lee, Wan-Chen, You Taste What You See: Do Organic Labels Bias Taste Perceptions?
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It seems as if CRF has taken over other methods for sequence labeling (information extraction is an application of sequence labeling, where the sequence is a sentence and the labels are the classes of interest that a word can take on) mainly because it solves the label bias problem [4] that other approaches suffer from, including MEMM.
Two arrays for each condition were used in dye-swapping experiments to address the possible effects of labeling bias.
Nuclear protein extracts from SW480-ADH Mock and Snail1 cells were labeled with Cy3 and Cy5 fluorochromes, alternating the dyes to avoid labeling bias.
Each gene was present in triplicate on the array and each sample was hybridized with a flip-dye replicate in order to account for labelling bias.
Reciprocal labeling was applied to measure labeling bias [ 30].
Pairwise comparisons were made for each strain using dye swaps to avoid labeling bias.
Each experiment was performed in duplicate as a dye swap to eliminate any labelling bias.
The accumulator shift parameter is labeled bias here, as in the original model.
We randomized the labeling of the reference sample in each set to prevent any inadvertent introduction of labeling bias.
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