Approaches to automatic lexicon learning with limited training examples.
Nagendra GoelSamuel ThomasMohit AgarwalPinar AkyaziLukás BurgetKai FengArnab GhoshalOndrej GlembekMartin KarafiátDaniel PoveyAriya RastrowRichard C. RosePetr SchwarzPublished in: ICASSP (2010)
Keyphrases
- training examples
- learning algorithm
- active learning
- supervised learning
- training data
- small number
- prior domain knowledge
- training set
- positive examples
- negative examples
- learning process
- labeled examples
- unlabeled data
- set of training examples
- learning problems
- learning tasks
- training samples
- database
- unsupervised learning
- knowledge discovery
- pairwise
- class labels
- object categories
- inductive learning
- co training
- reinforcement learning
- previously learned
- inductive bias
- decision trees
- machine learning