Bayesian Low-rank Adaptation for Large Language Models.
Adam X. YangMaxime RobeynsXi WangLaurence AitchisonPublished in: ICLR (2024)
Keyphrases
- language model
- low rank
- language modeling
- linear combination
- missing data
- n gram
- convex optimization
- matrix factorization
- probabilistic model
- document retrieval
- matrix completion
- singular value decomposition
- semi supervised
- information retrieval
- rank minimization
- low rank matrix
- retrieval model
- test collection
- high dimensional data
- high order
- query expansion
- mixture model
- smoothing methods
- maximum likelihood
- trace norm
- vector space model
- language models for information retrieval
- bayesian networks
- data sets