A Systematic Evaluation of Transfer Learning and Pseudo-labeling with BERT-based Ranking Models.
Iurii MokriiLeonid BoytsovPavel BraslavskiPublished in: SIGIR (2021)
Keyphrases
- transfer learning
- systematic evaluation
- ranking models
- active learning
- learning to rank
- comprehensive evaluation
- web search
- ranking functions
- experimental evaluation
- benchmark datasets
- labeled data
- collaborative filtering
- information retrieval
- ranking algorithm
- semi supervised learning
- biomedical text
- reinforcement learning
- loss function
- machine learning
- text categorization
- learning algorithm
- cross domain
- machine learning algorithms
- semi supervised
- unlabeled data
- unsupervised learning
- domain adaptation
- text mining
- text classification
- decision trees
- feature selection
- supervised learning
- language model
- machine learning methods
- learning process
- multimedia
- probabilistic model