Small Language Models Are Good Too: An Empirical Study of Zero-Shot Classification.
Pierre LepagnolThomas GeraldSahar GhannayChristophe ServanSophie RossetPublished in: LREC/COLING (2024)
Keyphrases
- language model
- language modeling
- n gram
- speech recognition
- classification accuracy
- statistical language models
- pattern recognition
- document retrieval
- probabilistic model
- language modelling
- retrieval model
- image classification
- decision trees
- query expansion
- information retrieval
- machine learning
- text classification
- ad hoc information retrieval
- context sensitive
- document ranking
- language models for information retrieval
- active learning
- test collection
- feature vectors
- query terms
- feature space
- relevance model
- vector space model
- document length
- bayesian networks
- smoothing methods
- translation model
- pseudo relevance feedback
- training set
- class labels
- support vector machine