CELDA: Leveraging Black-box Language Model as Enhanced Classifier without Labels.
Hyunsoo ChoYouna KimSang-goo LeePublished in: ACL (1) (2023)
Keyphrases
- black box
- language model
- language modeling
- training data
- class labels
- document retrieval
- black boxes
- n gram
- probabilistic model
- training set
- query expansion
- multi label classification
- information retrieval
- white box
- context sensitive
- speech recognition
- retrieval model
- test collection
- query terms
- language modelling
- mixture model
- test cases
- smoothing methods
- translation model
- statistical language models
- ad hoc information retrieval
- decision trees
- query specific
- relevance model
- learning algorithm
- feature space
- integration testing
- multi label
- semi supervised learning
- machine learning
- statistical machine translation
- feature selection
- naive bayes classifier
- bayesian networks
- em algorithm
- test data
- generative model
- text categorization