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Manikandan Nanjappan

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#machine learning Preprint Sep 2026

DeFiFlowBench: Benchmarking and Improving Safe Executability in Natural-Language DeFi Workflow Synthesis

A structurally valid DeFi workflow can still authorize a costly trade. We introduce DeFiFlowBench, a benchmark of 207 team-authored prompts for natural-language DeFi workflow synthesis. It measures graph coverage, configuration completeness, and declared safety predicates, then tests supported trade configurations on a...

Abhinav Kumar, Harshit Arora, Varun Singh et al. · 0 citations

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