Transfer Learning for Historical Corpora: An Assessment on Post-OCR Correction and Named Entity Recognition.
Konstantin TodorovGiovanni ColavizzaPublished in: CHR (2020)
Keyphrases
- transfer learning
- named entity recognition
- natural language processing
- annotated corpus
- information extraction
- named entities
- text mining
- semi supervised
- labeled data
- machine learning
- learning tasks
- knowledge transfer
- maximum entropy
- semi supervised learning
- text summarization
- active learning
- cross domain
- text classification
- natural language
- relation extraction
- multi task
- conditional random fields
- reinforcement learning
- transfer knowledge
- machine learning algorithms
- domain adaptation
- text categorization
- unlabeled data
- collaborative filtering
- artificial intelligence
- machine translation
- question answering
- supervised learning
- support vector machine
- feature space
- data analysis
- learning environment
- automatic annotation
- learning algorithm