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Logicgraph: Benchmarking Multi-Path Logical Reasoning Via Neuro-Symbolic Generation and Verification by Hooho Uyuy is a document available to read on EtoBox.

What is Logicgraph: Benchmarking Multi-Path Logical Reasoning Via Neuro-Symbolic Generation and Verification about?

LogicGraph is a benchmark designed to evaluate multi-path logical reasoning in large language models (LLMs) through a neuro-symbolic framework that generates and verifies diverse logical paths. It addresses the limitations of existing benchmarks that primarily focus on convergent reasoning by introducing a systematic approach to assess both convergent and divergent thinking capabilities. The results indicate that current models struggle with exploring multiple valid reasoning paths, highlighting a significa

Author

Hooho Uyuy

Language

EN