A Systematic Evaluation of Transfer Learning and Pseudo-labeling with BERT-based Ranking Models.
Iurii MokriiLeonid BoytsovPavel BraslavskiPublished in: CoRR (2021)
Keyphrases
- transfer learning
- systematic evaluation
- ranking models
- active learning
- learning to rank
- ranking functions
- comprehensive evaluation
- web search
- experimental evaluation
- collaborative filtering
- loss function
- labeled data
- biomedical text
- information retrieval
- machine learning
- cross domain
- reinforcement learning
- benchmark datasets
- ranking algorithm
- semi supervised learning
- text classification
- text categorization
- machine learning algorithms
- text mining
- learning algorithm
- domain adaptation
- supervised learning
- document retrieval
- probabilistic model
- target domain
- pairwise
- unsupervised learning
- training set
- evaluation measures
- support vector
- data sets