Papers by Hanzhou Wu
Choose Your Lens: Multi-Perspective Value Alignment of Chain-of-Thought Reasoning (2026.findings-acl)
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| Challenge: | Large language models tend to hallucinate “convenient” facts to forcefully justify stances . current methods often induce motivated reasoning, causing factual hallucinations . |
| Approach: | They propose a neuro-symbolic framework that enables steerable pluralism without distorting objective reality by projecting generated CoT paths onto a multi-perspective graph. |
| Outcome: | The proposed approach reduces factual hallucinations by 3 and improves cross-perspective consistency by 25% compared to standard steerable baselines, paving the way for trustworthy pluralistic AI. |