Identifying Annotator Bias: A new IRT-based method for bias identification.
Jacopo AmideiPaul PiwekAlistair WillisPublished in: COLING (2020)
Keyphrases
- high accuracy
- identification rate
- detection method
- experimental evaluation
- dynamic programming
- cost function
- input data
- computationally efficient
- clustering method
- data sets
- synthetic data
- evolutionary algorithm
- preprocessing
- computational complexity
- segmentation method
- mathematical model
- high precision
- variance reduction
- support vector machine
- detection algorithm
- input image
- computational cost
- prior knowledge
- image retrieval
- image segmentation
- genetic algorithm
- information retrieval
- machine learning