Finding Patterns in Noisy Crowds: Regression-based Annotation Aggregation for Crowdsourced Data.
Natalie PardeRodney D. NielsenPublished in: EMNLP (2017)
Keyphrases
- data sets
- data processing
- training data
- data collection
- image data
- neural network
- noisy data
- original data
- synthetic data
- low quality
- data sources
- data structure
- data analysis
- small number
- incomplete data
- high dimensional data
- missing data
- data quality
- experimental data
- statistical methods
- raw data
- machine learning
- complex data
- missing values
- sensor data
- prior knowledge
- statistical analysis
- active learning