Cost-Performance Optimization for Processing Low-Resource Language Tasks Using Commercial LLMs.
Arijit NagAnimesh MukherjeeNiloy GangulySoumen ChakrabartiPublished in: CoRR (2024)
Keyphrases
- constrained optimization
- real time
- high cost
- data processing
- language learning
- programming language
- natural language
- resource allocation
- database
- robotic systems
- query plan
- minimum cost
- total cost
- resource management
- cost sensitive
- transfer learning
- information processing
- cost model
- machine translation
- machine learning
- target language
- neural network
- expected cost
- processing cost
- cost benefit analysis
- low memory requirements