LeanDojo: Theorem Proving with Retrieval-Augmented Language Models.
Kaiyu YangAidan M. SwopeAlex GuRahul ChalamalaPeiyang SongShixing YuSaad GodilRyan PrengerAnima AnandkumarPublished in: CoRR (2023)
Keyphrases
- theorem proving
- language model
- retrieval model
- document retrieval
- test collection
- information retrieval
- language models for information retrieval
- query expansion
- language modeling
- ad hoc information retrieval
- first order logic
- smoothing methods
- query terms
- statistical language models
- relevance model
- cross language retrieval
- document length
- speech recognition
- theorem prover
- language modelling
- inference rules
- document ranking
- probabilistic model
- n gram
- passage retrieval
- query specific
- ir models
- okapi bm
- parallel search
- proof planning
- consequence finding
- tf idf
- document level
- statistical language modeling
- average precision
- retrieval effectiveness
- text retrieval
- pseudo feedback
- pseudo relevance feedback
- relevant documents
- retrieval systems
- geometry theorem proving
- ad hoc retrieval
- information retrieval systems
- term frequency
- vector space model
- inter document similarities
- retrieval accuracy
- search engine