Generalizability of Mixture of Domain-Specific Adapters from the Lens of Signed Weight Directions and its Application to Effective Model Pruning.
Tuc NguyenThai LePublished in: ACL (1) (2024)
Keyphrases
- domain specific
- computational model
- high level
- probabilistic model
- prior knowledge
- cost function
- objective function
- general purpose
- domain independent
- operating system
- input output
- statistical model
- mixture of gaussians
- real time
- weighting scheme
- bayesian framework
- mathematical model
- theoretical analysis
- mixture model
- high quality
- similarity measure