DSPy Assertions: Computational Constraints for Self-Refining Language Model Pipelines.
Arnav SinghviManish ShettyShangyin TanChristopher PottsKoushik SenMatei ZahariaOmar KhattabPublished in: CoRR (2023)
Keyphrases
- language model
- language modeling
- document retrieval
- n gram
- probabilistic model
- speech recognition
- information retrieval
- query expansion
- retrieval model
- language modelling
- context sensitive
- ad hoc information retrieval
- mixture model
- test collection
- translation model
- query terms
- statistical language models
- smoothing methods
- language model for information retrieval
- pseudo relevance feedback
- vector space model
- dirichlet prior
- clustering algorithm