OSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization.
Xiang MengShibal IbrahimKayhan BehdinHussein HazimehNatalia PonomarevaRahul MazumderPublished in: CoRR (2024)
Keyphrases
- combinatorial optimization
- language model
- language modeling
- combinatorial optimization problems
- language modelling
- traveling salesman problem
- n gram
- probabilistic model
- metaheuristic
- simulated annealing
- optimization problems
- document retrieval
- retrieval model
- combinatorial problems
- search space
- information retrieval
- computer vision
- context sensitive
- smoothing methods
- language models for information retrieval
- speech recognition
- test collection
- statistical language models
- query expansion
- translation model
- hard combinatorial optimization problems
- language model for information retrieval
- document ranking
- structured data
- pseudo relevance feedback
- vector space model
- query terms
- max flow min cut
- term dependencies
- ant colony optimization