论文发表论文档案2026

RINI: Seeing the Prior Is Not Enough

Hongyi Du, Tianyi Zhang, Heng Wang, Zhelun Gao, Yimei Liu, Ambrose Luo, Annie Hao, Jiayan Ni, Jiawei Han, Jiaxuan You

摘要

论文原文

A research proposal can describe an established mechanism correctly while claiming to introduce it. We study whether providing the earlier paper corrects such contribution claims. Three controlled experiments compare proposals generated with a contribution-bearing prior and a same-topic control. Providing the prior yields no clear aggregate reduction in unsupported novelty. Human analysis of 175 interpretable exposed proposals finds that 137 recognize the prior’s relevance, but 61 correctly attribute the established contribution. Of 71 proposed remaining distinctions, 37 are covered by the same prior. We introduce Research Idea Novelty Inspection (RINI), which audits contribution claims against evidence, checks the remaining distinction, and applies local revisions. Five human annotators evaluate 1,080 original–revision pairs across three methods. On the same 240 originals judged to require correction, successful repair is 11.7% for Self-Revision, 39.1% for Retrieve-and-Revise, and 72.2% for RINI, with research tasks weighted equally. The improvement over same-evidence direct revision is 33.0 percentage points. The revised proposals retain their research questions and technical methods. These results motivate explicit contribution attribution when using literature to generate and revise research proposals.

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引用

@misc{rini,
  title = {RINI: Seeing the Prior Is Not Enough},
  author = {Hongyi Du and Tianyi Zhang and Heng Wang and Zhelun Gao and Yimei Liu and Ambrose Luo and Annie Hao and Jiayan Ni and Jiawei Han and Jiaxuan You},
  year = {2026},
  note = {Preprint},
  eprint = {2609.33284},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.33284}
}
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