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Who Wrote It Is Not Enough: Detecting Who Contributed the Insight

As LLMs increasingly assist scientific writing and peer review, detecting who wrote the text is no longer sufficient: we need to determine who contributed the underlying insight.

By Zhuoyang Zou, Abolfazl Ansari, Jiaxi Yang, Delvin Ce Zhang, Qian Chen, Dongwon Lee, Wenpeng YinarXiv - cs.CL (NLP)

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Originally published by arXiv - cs.CL (NLP) on Oct 7, 2026.

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