Learning from Measurements in Crowdsourcing Models: Inferring Ground Truth from Diverse Annotation Types.
Paul FeltEric K. RinggerJordan L. Boyd-GraberKevin D. SeppiPublished in: COLING (2018)
Keyphrases
- ground truth
- active learning
- learning process
- prior knowledge
- learning models
- learning algorithm
- online learning
- qualitative models
- learning problems
- learning tasks
- background knowledge
- learned models
- accurate models
- learning paradigms
- bayesian methods
- inductive inference
- ground truth data
- structured prediction
- mechanical turk
- data sets
- hidden variables
- learning community
- neural nets
- collaborative learning
- markov random field
- supervised learning
- high quality
- social networks
- real world