Sparsify-then-Classify: From Internal Neurons of Large Language Models To Efficient Text Classifiers.
Yilun LiuDifan JiaoAshton AndersonPublished in: CoRR (2023)
Keyphrases
- language model
- query generation
- text classifiers
- language modeling
- n gram
- retrieval model
- probabilistic model
- text classification
- information retrieval
- query expansion
- neural network
- text categorization
- vector space model
- test collection
- search engine
- naive bayes
- generative model
- document classification
- dimensionality reduction
- similarity measure
- smoothing methods