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