Privacy Protection for Natural Language: Neural Generative Models for Synthetic Text Data.
Alexander G. Ororbia IIFridolin LinderJoshua SnokePublished in: CoRR (2016)
Keyphrases
- generative model
- text data
- privacy protection
- natural language
- text mining
- text classification
- privacy preserving
- high dimensional
- probabilistic model
- text documents
- data sharing
- document collections
- neural network
- information loss
- structured data
- data collection
- natural language processing
- topic models
- em algorithm
- prior knowledge
- sensitive information
- semi supervised
- high dimensional data
- private information
- question answering
- statistical databases
- knowledge representation
- machine learning
- information extraction
- web pages
- data mining
- data sets
- data analysis
- relational databases
- active learning
- co occurrence