PALS: Personalized Active Learning for Subjective Tasks in NLP.
Kamil KanclerzKonrad KaranowskiJulita BielaniewiczMarcin GruzaPiotr MilkowskiJan KoconPrzemyslaw KazienkoPublished in: EMNLP (2023)
Keyphrases
- active learning
- natural language processing
- transfer learning
- pedagogical agents
- information extraction
- learning strategies
- e learning
- text mining
- training examples
- tasks in natural language processing
- data sets
- selective sampling
- word sense disambiguation
- learning activities
- supervised learning
- learning process
- reinforcement learning
- knowledge base
- information retrieval