Cold-start Active Learning through Self-supervised Language Modeling.
Michelle YuanHsuan-Tien LinJordan L. Boyd-GraberPublished in: CoRR (2020)
Keyphrases
- language modeling
- cold start
- data sparseness
- active learning
- language model
- recommender systems
- retrieval model
- query expansion
- information retrieval
- collaborative filtering
- data sparsity
- cross lingual
- n gram
- relevance feedback
- transfer learning
- probabilistic model
- machine learning
- unlabeled data
- semi supervised
- text classification
- tag recommendation
- learning algorithm
- supervised learning
- implicit feedback
- labeled data
- test collection
- retrieval effectiveness
- training set
- information retrieval systems
- training data
- reinforcement learning
- user preferences
- semi supervised learning
- data mining