Transfer Learning for Named Entity Recognition in Historical Corpora.
Konstantin TodorovGiovanni ColavizzaPublished in: CLEF (Working Notes) (2020)
Keyphrases
- transfer learning
- named entity recognition
- natural language processing
- annotated corpus
- information extraction
- semi supervised
- text mining
- machine learning
- labeled data
- named entities
- learning tasks
- semi supervised learning
- active learning
- knowledge transfer
- maximum entropy
- text summarization
- cross domain
- collaborative filtering
- reinforcement learning
- conditional random fields
- learning algorithm
- natural language
- relation extraction
- domain adaptation
- multi task
- question answering
- transfer knowledge
- text categorization
- machine learning algorithms
- cross lingual
- text classification
- target domain
- knowledge representation
- artificial intelligence
- databases
- unsupervised learning
- information retrieval
- model selection
- pos taggers