Towards Large Language Models as Copilots for Theorem Proving in Lean.
Peiyang SongKaiyu YangAnima AnandkumarPublished in: CoRR (2024)
Keyphrases
- theorem proving
- language model
- language modeling
- document retrieval
- probabilistic model
- n gram
- first order logic
- theorem prover
- inference rules
- proof procedure
- query expansion
- information retrieval
- term rewriting
- language modelling
- automated theorem proving
- proof planning
- context sensitive
- speech recognition
- test collection
- statistical language models
- consequence finding
- parallel search
- geometry theorem proving
- smoothing methods
- pseudo relevance feedback
- vector space model
- retrieval model
- document ranking
- query terms
- ad hoc information retrieval
- propositional logic
- translation model
- relevance model
- conditional probabilities
- language models for information retrieval
- text classification