Deep Learning with Minimal Training Data: TurkuNLP Entry in the BioNLP Shared Task 2016.
Farrokh MehryaryJari BjörneSampo PyysaloTapio SalakoskiFilip GinterPublished in: BioNLP (Shared Task) (2016)
Keyphrases
- deep learning
- training data
- test set
- unsupervised learning
- supervised learning
- unsupervised feature learning
- machine learning
- learning algorithm
- mental models
- deep architectures
- training set
- decision trees
- weakly supervised
- data sets
- prior knowledge
- training samples
- probabilistic model
- pairwise
- text mining
- labeled data
- restricted boltzmann machine