Naive Bayes-based Context Extension for Large Language Models.
Jianlin SuMurtadha H. M. AhmedWen BoLuo AoMingren ZhuYunfeng LiuPublished in: CoRR (2024)
Keyphrases
- naive bayes
- language model
- decision trees
- language modeling
- text classification
- naive bayes classifier
- classification accuracy
- logistic regression
- n gram
- text categorization
- statistical language modeling
- information retrieval
- naive bayes classification
- probabilistic model
- bayesian networks
- smoothing methods
- test collection
- training data
- query expansion
- augmented naive bayes
- retrieval model
- document retrieval
- text classifiers
- relevance model
- dependency structure
- independence assumption
- bayesian classifier
- feature selection
- attribute dependencies
- averaged one dependence estimators
- information retrieval systems
- bayesian network classifiers
- low variance
- bag of words
- query terms
- generative model
- learning algorithm