DSPy: Compiling Declarative Language Model Calls into State-of-the-Art Pipelines.
Omar KhattabArnav SinghviParidhi MaheshwariZhiyuan ZhangKeshav SanthanamSri VardhamananSaiful HaqAshutosh SharmaThomas T. JoshiHanna MoazamHeather MillerMatei ZahariaChristopher PottsPublished in: ICLR (2024)
Keyphrases
- language model
- language modeling
- n gram
- probabilistic model
- document retrieval
- speech recognition
- query expansion
- context sensitive
- information retrieval
- retrieval model
- language modelling
- ad hoc information retrieval
- test collection
- mixture model
- pseudo relevance feedback
- query terms
- vector space model
- statistical language models
- language models for information retrieval
- query specific
- document length
- document ranking
- maximum likelihood
- statistical language modeling
- search engine