Active Learning Based Corpus Annotation.
Hongyan SongTianfang YaoChunyu KitDongfeng CaiPublished in: CIPS-SIGHAN (2010)
Keyphrases
- active learning
- supervised machine learning
- annotation effort
- annotated corpus
- learning strategies
- semi supervised
- machine learning
- supervised learning
- random sampling
- training examples
- learning process
- learning algorithm
- training set
- selective sampling
- labeled data
- semi supervised learning
- unlabeled data
- pool based active learning
- manually annotated
- pairwise
- music emotion classification
- information extraction
- active learning strategies
- natural language
- statistical machine translation
- automatic annotation
- experimental design
- document clustering
- data sets