#autoformalization search results

SITA: A framework for structure-to-instance theorem autoformalization. ~ Chenyi Li, Wanli Ma, Zichen Wang, Zaiwen Wen. arxiv.org/abs/2511.10356 #AI #Math #Autoformalization #LLMs #ITP #LeanProver


ProofBridge: Auto-formalization of natural language proofs in Lean via joint embeddings. ~ Prithwish Jana et als. arxiv.org/abs/2510.15681 #ITP #LeanProver #Autoformalization #LLMs #Math


MASA: LLM-driven multi-agent systems for autoformalization. ~ Lan Zhang, Marco Valentino, André Freitas. arxiv.org/abs/2510.08988… #Autoformalization #LLM #ITP #LeanProver #Math


Agentic Lean Auformalization (ALA): An LLM collaborative approach to autoformalization in LEAN. ~ Patricio Gallardo, Maziar Raissi, Ke Zhang, Sudhir Murthy. openreview.net/forum?id=DNunB… #Autoformalization #ITP #LeanProver #LLMs


Josef Urban presenting about ten years of work on #autoformalization 🤗 #HIM

freekwiedijk's tweet image. Josef Urban presenting about ten years of work on #autoformalization 🤗 #HIM

3/ As a first step it’ll be the two levels process of #Autoformalization: &(1) drivers’ *verbalisation* and then (2) labellers’ *formalisation* of what exactly happen on the road that cause a next case of ADAS disengagement. Thread

.@Tesla resolves above “bottleneck” of machine learning by 2 level of Autoformalization: 1) 100,000s drivers *verbalise* the road situations that caused ADAS disengagements. 2) 1000s labellers *formalise* drivers description of disengagement situations by watching related videos.



Evaluating autoformalization robustness via semantically similar paraphrasing. ~ Hayden Moore, Asfahan Shah. arxiv.org/abs/2511.12784 #AI #Math #Autoformalization #ITP #LeanProver


2/ @elonmusk, @CathieDWood, … understand that Tesla ADAS is #1 factor to keep company position as auto industry leader in feasible feature Accordingly, Tesla creates opportunity to include customers in the ADAS R&D loop to launche process of #autoformalization drivers knowledge


I'm absolutely convinced that automatic formalization, automatic proof of mathematical theorems, automatic mathematics is entirely without meaning. Change my mind. #Autoformalization #LLMs #ITP #Lean4


Evaluating autoformalization robustness via semantically similar paraphrasing. ~ Hayden Moore, Asfahan Shah. arxiv.org/abs/2511.12784 #AI #Math #Autoformalization #ITP #LeanProver


SITA: A framework for structure-to-instance theorem autoformalization. ~ Chenyi Li, Wanli Ma, Zichen Wang, Zaiwen Wen. arxiv.org/abs/2511.10356 #AI #Math #Autoformalization #LLMs #ITP #LeanProver


ProofBridge: Auto-formalization of natural language proofs in Lean via joint embeddings. ~ Prithwish Jana et als. arxiv.org/abs/2510.15681 #ITP #LeanProver #Autoformalization #LLMs #Math


MASA: LLM-driven multi-agent systems for autoformalization. ~ Lan Zhang, Marco Valentino, André Freitas. arxiv.org/abs/2510.08988… #Autoformalization #LLM #ITP #LeanProver #Math


Agentic Lean Auformalization (ALA): An LLM collaborative approach to autoformalization in LEAN. ~ Patricio Gallardo, Maziar Raissi, Ke Zhang, Sudhir Murthy. openreview.net/forum?id=DNunB… #Autoformalization #ITP #LeanProver #LLMs


Introducing Gauss, an agent for autoformalization. math.inc/gauss #AI #Autoformalization #ITP #LeanProver #Math


LOGICPO: Efficient translation of NL-based logical problems to FOL using LLMs and preference optimization. ~ Koushik Viswanadha, Deepanway Ghosal, Somak Aditay. arxiv.org/abs/2506.18383… #LLMs #Math #Autoformalization


Josef Urban presenting about ten years of work on #autoformalization 🤗 #HIM

freekwiedijk's tweet image. Josef Urban presenting about ten years of work on #autoformalization 🤗 #HIM

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