2 citations · 3 across the 9 of their papers we have counts for
3 papers · 1 filter
MASA: LLM-Driven Multi-Agent Systems for Autoformalization
Lan Zhang, Marco Valentino, André Freitas
Autoformalization serves a crucial role in connecting natural language and formal reasoning. This paper presents MASA, a novel framework for building multi-agent systems for autofo…
Beyond Gold Standards: Epistemic Ensemble of LLM Judges for Formal Mathematical Reasoning
Lan Zhang, Marco Valentino, Jordan Meadows +1
Statement autoformalization plays a crucial role in formal mathematical reasoning by enabling the automatic translation of natural language statements into formal languages. While…
Autoformalization in the Wild: Assessing LLMs on Real-World Mathematical Definitions
Lan Zhang, Marco Valentino, Andre Freitas
Thanks to their linguistic capabilities, LLMs offer an opportunity to bridge the gap between informal mathematics and formal languages through autoformalization. However, it is sti…