Bayesian Active Learning with Pretrained Language Models.
Katerina MargatinaLoïc BarraultNikolaos AletrasPublished in: CoRR (2021)
Keyphrases
- language model
- active learning
- language modeling
- dirichlet prior
- probabilistic model
- document retrieval
- n gram
- retrieval model
- test collection
- information retrieval
- speech recognition
- mixture model
- query expansion
- context sensitive
- semi supervised
- bayesian networks
- statistical language models
- language modelling
- labeled data
- relevance feedback
- language models for information retrieval
- learning algorithm
- document ranking
- ad hoc information retrieval
- document length
- language model for information retrieval
- smoothing methods
- learning process
- query specific
- query terms
- vector space
- transfer learning
- web search
- statistical language modeling
- machine learning