Assisted Text Annotation Using Active Learning to Achieve High Quality with Little Effort.
Franziska WeeberFelix HamborgKarsten DonnayBela GippPublished in: CoRR (2021)
Keyphrases
- active learning
- annotation effort
- learning algorithm
- semi supervised
- learning strategies
- training set
- training examples
- labeling effort
- random sampling
- text mining
- machine learning
- keywords
- free text
- text retrieval
- text documents
- supervised learning
- web documents
- learning process
- experimental design
- string matching
- selective sampling
- data mining
- metadata
- textual information
- textual data
- information retrieval
- relevance feedback
- digital libraries
- cross media