Disfluency Detection with Unlabeled Data and Small BERT Models.
Johann C. RochollVicky ZayatsDaniel D. WalkerNoah B. MuradAaron SchneiderDaniel J. LieblingPublished in: Interspeech (2021)
Keyphrases
- unlabeled data
- semi supervised learning
- labeled data
- semi supervised
- active learning
- semi supervised classification
- training set
- text classification
- supervised learning
- co training
- labeled and unlabeled examples
- neural network
- learning algorithm
- labeled data for training
- data analysis
- supervised learning algorithms
- similarity measure
- label propagation
- small set of labeled
- data sets
- number of labeled examples
- sample selection bias
- labeled training data
- small number
- learning models
- transfer learning
- training examples
- text categorization
- prior knowledge
- multi class