Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels.
Lukas LangeMichael A. HedderichDietrich KlakowPublished in: CoRR (2019)
Keyphrases
- confusion matrices
- named entity recognition
- image labeling
- labeling process
- confusion matrix
- maximum entropy
- named entities
- conditional random fields
- information extraction
- labeling scheme
- labeling problems
- feature vectors
- image features
- active learning
- training data
- unsupervised learning
- graphical models
- generative model
- data sets
- feature set
- training set
- data streams
- bayesian networks
- information retrieval
- machine learning