Cold-start Active Learning through Self-supervised Language Modeling.
Michelle YuanHsuan-Tien LinJordan L. Boyd-GraberPublished in: EMNLP (1) (2020)
Keyphrases
- language modeling
- cold start
- data sparseness
- active learning
- language model
- recommender systems
- retrieval model
- query expansion
- information retrieval
- collaborative filtering
- cross lingual
- n gram
- relevance feedback
- probabilistic model
- data sparsity
- supervised learning
- text classification
- tag recommendation
- implicit feedback
- machine learning
- learning algorithm
- training set
- transfer learning
- user preferences
- information retrieval systems
- test collection
- web search engines
- document retrieval
- retrieval effectiveness
- personalized recommendation
- labeled data
- learning process
- semi supervised
- matrix factorization
- training data
- semi supervised learning
- recommendation algorithms
- web search