LoSparse: Structured Compression of Large Language Models based on Low-Rank and Sparse Approximation.
Yixiao LiYifan YuQingru ZhangChen LiangPengcheng HeWeizhu ChenTuo ZhaoPublished in: CoRR (2023)
Keyphrases
- language model
- language modeling
- low rank and sparse
- probabilistic model
- document retrieval
- language modelling
- retrieval model
- n gram
- information retrieval
- statistical language models
- smoothing methods
- test collection
- query expansion
- image compression
- convex optimization
- mixture model
- language models for information retrieval
- relevance model
- signal recovery
- conditional random fields
- hidden markov models
- recommender systems
- pattern recognition
- machine learning