AIBullisharXiv – CS AI · 7h ago6/10
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SAFE: An LLM-as-Verifier Framework for Evidence-Grounded Multi-Hop Reasoning
Researchers propose SAFE, an LLM-as-verifier framework that improves multi-hop question answering by validating reasoning steps against evidence during generation rather than only checking final answers. The approach uses Knowledge Graph triples to decompose reasoning into verifiable units and achieves 8.8 percentage point accuracy improvements across three benchmarks.