Assisted Text Annotation Using Active Learning to Achieve High Quality with Little Effort.
Franziska WeeberFelix HamborgKarsten DonnayBela GippPublished in: JCDL (2021)
Keyphrases
- active learning
- annotation effort
- learning algorithm
- training examples
- random sampling
- supervised learning
- labeling effort
- text mining
- semi supervised
- pool based active learning
- learning strategies
- machine learning
- training data
- information retrieval
- cross media
- text retrieval
- learning process
- relevance feedback
- keywords
- unlabeled data
- selective sampling
- experimental design
- semantic annotation
- transfer learning
- cost sensitive
- image annotation
- database
- free text
- key concepts
- textual information
- text documents
- textual data
- automatic image annotation
- semi automatically
- batch mode
- web documents
- training set
- learning environment
- data sets