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Rango: Adaptive Retrieval-Augmented Proving for Automated Software Verification
Formal verification using proof assistants, such as Coq, enables the creation of high-quality
software. However, the verification process requires significant expertise and manual effort …
software. However, the verification process requires significant expertise and manual effort …
Can Transformers Do Enumerative Geometry?
How can Transformers model and learn enumerative geometry? What is a robust procedure
for using Transformers in abductive knowledge discovery within a mathematician-machine …
for using Transformers in abductive knowledge discovery within a mathematician-machine …
Next-Token Prediction Task Assumes Optimal Data Ordering for LLM Training in Proof Generation
In the field of large language model (LLM)-based proof generation, despite being trained on
extensive corpora such as OpenWebMath and Arxiv, these models still exhibit only modest …
extensive corpora such as OpenWebMath and Arxiv, these models still exhibit only modest …
Synthetic Theorem Generation in Lean
J Rotella, Z Qin, AZH Yang, B Miranda, MEA Seddik… - openreview.net
The application of large language models (LLMs) to theorem proving presents a promising
avenue for advancing formal mathematics. Interactive theorem provers, such as Lean, offer a …
avenue for advancing formal mathematics. Interactive theorem provers, such as Lean, offer a …