Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model.
Zirui LiuGuanchu WangShaochen ZhongZhaozhuo XuDaochen ZhaRuixiang TangZhimeng JiangKaixiong ZhouVipin ChaudharyShuai XuXia HuPublished in: CoRR (2023)
Keyphrases
- memory efficient
- language model
- language modeling
- n gram
- binary matrix
- probabilistic model
- rows and columns
- document retrieval
- information retrieval
- query expansion
- retrieval model
- statistical language models
- speech recognition
- test collection
- smoothing methods
- ad hoc information retrieval
- context sensitive
- language modelling
- vector space model
- language models for information retrieval
- mixture model
- document length
- translation model
- retrieval effectiveness
- query terms
- document ranking
- web search
- relevance model
- unsupervised learning
- dirichlet prior