Naive Bayes-based Context Extension for Large Language Models.
Jianlin SuMurtadha H. M. AhmedBo WenLuo AoMingren ZhuYunfeng LiuPublished in: NAACL-HLT (2024)
Keyphrases
- relevance model
- naive bayes
- language model
- language modeling
- decision trees
- classification accuracy
- text classification
- naive bayes classifier
- logistic regression
- query expansion
- document retrieval
- information retrieval
- vector space model
- n gram
- probabilistic model
- bayesian networks
- text categorization
- retrieval model
- training data
- bayesian network classifiers
- feature selection
- test collection
- naive bayes classification
- statistical language modeling
- augmented naive bayes
- bayesian classifier
- relevance feedback
- conditional independence assumption
- independence assumption
- smoothing methods
- averaged one dependence estimators
- query terms
- labeled data
- information retrieval systems
- dependency structure
- attribute dependencies