Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs.
Krista Opsahl-OngMichael J. RyanJosh PurtellDavid BromanChristopher PottsMatei ZahariaOmar KhattabPublished in: CoRR (2024)
Keyphrases
- multistage
- language model
- language modeling
- n gram
- information retrieval
- document retrieval
- probabilistic model
- single stage
- dynamic programming
- language modelling
- retrieval model
- lot sizing
- test collection
- query expansion
- ad hoc information retrieval
- speech recognition
- mixture model
- query terms
- pseudo relevance feedback
- statistical language models
- context sensitive
- statistical machine translation
- learning algorithm
- optimal policy
- word clouds
- language model for information retrieval
- vector space model
- graphical models
- smoothing methods
- information retrieval systems
- image retrieval
- bayesian networks