AL4LA: Active Learning for Text Labeling Based on Paragraph Vectors.
Damián Nimo-JárquezMargarita Narváez RíosMario Rivas-SánchezAndrés YáñezGuillermo Bárcena-GonzálezMaria De La Paz Guerrero-LebreroElisa GuerreroPedro L. GalindoPublished in: IWANN (1) (2019)
Keyphrases
- active learning
- random sampling
- sentence level
- selective sampling
- active learning strategies
- text mining
- information retrieval
- keywords
- active sampling
- unlabeled data
- machine learning
- sample selection
- batch mode active learning
- labeling effort
- labeled data
- learning algorithm
- supervised learning
- training set
- semi supervised
- training examples
- web documents
- learning strategies
- transfer learning
- experimental design
- relevance feedback
- database
- semi supervised learning
- pairwise
- learning process
- news stories
- key concepts
- free text
- semantic information