Q-Sparse: All Large Language Models can be Fully Sparsely-Activated.
Hongyu WangShuming MaRuiping WangFuru WeiPublished in: CoRR (2024)
Keyphrases
- language model
- sparse representation
- language modeling
- document retrieval
- n gram
- speech recognition
- information retrieval
- retrieval model
- language modelling
- probabilistic model
- test collection
- context sensitive
- statistical language models
- query expansion
- smoothing methods
- pseudo relevance feedback
- ad hoc information retrieval
- translation model
- language model for information retrieval
- language models for information retrieval
- document length
- term dependencies
- relevance model
- vector space model
- high dimensional
- decision trees
- word error rate
- search engine
- machine learning
- image representation