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Lean Graph Search for Formal Theorem Proving

Paper recorded by Signals 4 on 2026-10-15 in cs.LG. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-15 on arXiv · recorded by Signals 4 on 2026-10-16

Category: cs.LG · 机器学习 · first seen 2026-10-16

Abstract

Retrieving relevant lemmas is crucial for formal theorem proving, enabling provers to build machine-checkable proofs from established mathematical results. Recent retrieval systems match library declarations to a target theorem or its intermediate proof steps, but make limited use of multi-hop dependencies among declarations. These dependencies can reveal supporting lemmas that are not necessarily

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#267 most recent of 749 cs.LG papers we have recorded · ↑ newer: PathFM: Fast Generative Forecasting of Multivariate Trajectories · ↓ older: Robust Reinforcement Learning for Dynamic Treatment Regimes under Mode
Cite this page: Lean Graph Search for Formal Theorem Proving: the #267 most recent of 749 cs.LG papers we have recorded (as of 2026-10-15). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/lean-graph-search-for-formal-theorem-proving.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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