On the Importance of Effectively Adapting Pretrained Language Models for Active Learning.
Katerina MargatinaLoïc BarraultNikolaos AletrasPublished in: ACL (2) (2022)
Keyphrases
- language model
- active learning
- language modeling
- document retrieval
- probabilistic model
- speech recognition
- n gram
- information retrieval
- smoothing methods
- test collection
- language modelling
- retrieval model
- query expansion
- statistical language models
- ad hoc information retrieval
- context sensitive
- vector space model
- pseudo relevance feedback
- query terms
- machine learning
- passage retrieval
- relevance feedback
- document length
- semi supervised
- language model for information retrieval
- cross lingual
- document collections
- relevance model
- translation model
- document ranking
- labeled data
- feature selection