Transfer Learning for Industrial Applications of Named Entity Recognition.
Lingzhen ChenAlessandro MoschittiGiuseppe CastellucciAndrea FavalliRaniero RomagnoliPublished in: NL4AI@AI*IA (2018)
Keyphrases
- transfer learning
- industrial applications
- named entity recognition
- information extraction
- semi supervised
- named entities
- natural language processing
- labeled data
- learning tasks
- conditional random fields
- semi supervised learning
- text mining
- text summarization
- maximum entropy
- knowledge transfer
- machine learning
- cross domain
- collaborative filtering
- active learning
- reinforcement learning
- domain adaptation
- multi task
- text categorization
- classifier ensemble
- machine learning algorithms
- annotated corpus
- learning algorithm
- transfer knowledge
- information retrieval
- target domain
- unlabeled data
- databases
- unsupervised learning
- text classification
- class labels
- question answering
- high dimensional
- pairwise
- training set
- real world