Assessing Resource-Performance Trade-off of Natural Language Models using Data Envelopment Analysis.
Zachary ZhouAlisha ZachariahDevin ConathanJeffery KlinePublished in: CoRR (2022)
Keyphrases
- language model
- data envelopment analysis
- trade off
- language modeling
- input output
- probabilistic model
- n gram
- speech recognition
- dea models
- efficient frontier
- document retrieval
- retrieval model
- query expansion
- information retrieval
- linear programming
- language modelling
- multiple objective programming
- ad hoc information retrieval
- context sensitive
- multi criteria
- relevance model
- smoothing methods
- okapi bm
- language models for information retrieval
- query specific
- dea model
- statistical language models
- translation model
- test collection
- evolutionary algorithm
- language model for information retrieval