Assessing Transfer Learning and automatically annotated data in the development of Named Entity Recognizers for new domains.
Emanuel MatosMário RodriguesAntónio J. S. TeixeiraPublished in: IberSPEECH (2022)
Keyphrases
- transfer learning
- named entities
- cross domain
- knowledge transfer
- text mining
- learning tasks
- named entity recognition
- labeled data
- target domain
- active learning
- information extraction
- reinforcement learning
- relation extraction
- domain adaptation
- machine learning
- transfer knowledge
- text classification
- transferring knowledge
- named entity extraction
- collaborative filtering
- semi supervised learning
- text categorization
- question answering
- natural language processing
- learning algorithm
- multi task
- machine learning algorithms
- co occurrence
- computer vision
- unsupervised learning
- pattern recognition
- knowledge base
- semi supervised
- cross lingual
- knn
- object recognition
- natural language