Neural Transfer Learning with Transformers for Social Science Text Analysis.
Sandra WankmüllerPublished in: CoRR (2021)
Keyphrases
- transfer learning
- text analysis
- social sciences
- text mining
- knowledge transfer
- social scientists
- cross domain
- machine learning
- active learning
- computer science
- neural network
- reinforcement learning
- information extraction
- labeled data
- text documents
- semi supervised learning
- natural language processing
- text categorization
- text classification
- learning algorithm
- transfer knowledge
- machine learning algorithms
- information retrieval
- text collections
- databases
- target domain
- artificial intelligence
- feature selection
- named entities
- knowledge base
- unlabeled data
- bayesian networks
- semi supervised
- knowledge discovery