Characterizing the Accuracy - Efficiency Trade-off of Low-rank Decomposition in Language Models.
Chakshu MoarMichael PellauerHyoukjun KwonPublished in: CoRR (2024)
Keyphrases
- language model
- low rank
- language modeling
- matrix factorization
- n gram
- linear combination
- probabilistic model
- matrix completion
- missing data
- convex optimization
- tensor decomposition
- singular value decomposition
- rank minimization
- low rank matrix
- information retrieval
- document retrieval
- retrieval model
- high order
- high dimensional data
- semi supervised
- test collection
- vector space model
- query expansion
- language models for information retrieval
- query terms
- relevance model
- smoothing methods
- collaborative filtering