MACE deploys three specialized LLM agents (Planner, Executor, Verifier) with zero-shot CoT to verify claims from tables, matching SOTA performance on two datasets and near-SOTA on two others using models 2-8x smaller than prior bests.
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A Multi-Agent Approach for Claim Verification from Tabular Data Documents
MACE deploys three specialized LLM agents (Planner, Executor, Verifier) with zero-shot CoT to verify claims from tables, matching SOTA performance on two datasets and near-SOTA on two others using models 2-8x smaller than prior bests.