ALICE: Active Learning with Contrastive Natural Language Explanations.
Weixin LiangJames ZouZhou YuPublished in: CoRR (2020)
Keyphrases
- active learning
- natural language
- machine learning
- language processing
- natural language processing
- learning strategies
- learning algorithm
- semi supervised
- natural language generation
- semantic interpretation
- experimental design
- semantic analysis
- question answering
- natural language interface
- knowledge representation
- learning process
- semi supervised learning
- training examples
- supervised learning
- selective sampling
- information extraction
- generating explanations
- natural language understanding
- dialogue system
- machine translation
- transfer learning
- unlabeled data
- labeled data
- causal models
- artificial intelligence
- natural language text
- random sampling
- batch mode
- question answering systems
- case based reasoning
- text generation
- multi class