CRaSh: Clustering, Removing, and Sharing Enhance Fine-tuning without Full Large Language Model.
Kaiyan ZhangNing DingBiqing QiXuekai ZhuXinwei LongBowen ZhouPublished in: CoRR (2023)
Keyphrases
- language model
- fine tuning
- fine tune
- language modeling
- n gram
- information retrieval
- probabilistic model
- document retrieval
- retrieval model
- language modelling
- speech recognition
- query expansion
- clustering algorithm
- mixture model
- fine tuned
- clustering method
- hierarchical clustering
- k means
- query terms
- statistical language models
- context sensitive
- vector space model
- document ranking
- unsupervised learning
- spectral clustering
- ad hoc information retrieval
- domain specific
- pseudo relevance feedback
- word clouds
- translation model
- test collection
- smoothing methods
- language model for information retrieval
- document length
- data clustering
- expectation maximization
- high dimensional
- bayesian networks