NeRD: Neuro-Symbolic Rule Distillation for Efficient Ontology-Grounded Chain-of-Thought in Medical Image Diagnosis

Siyuan Yan·Eunis Li·Zongyuan Ge·Yasmeen George·Xiangyu Zhao·Jamie Chow·Stephanie Fong·Deval Mehta+3 more

Jun 14, 2026submitted

196citations

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Preview of NeRD: Neuro-Symbolic Rule Distillation for Efficient Ontology-Grounded Chain-of-Thought in Medical Image Diagnosis

TL;DR

AI-GENERATED

State-of-the-art research on NeRD: Neuro-Symbolic Rule Distillation f achieving benchmark breakthroughs.

TASKS

Foundation Models

METHODS

Quantum Neural Network

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Citation

@article{yan2026,
  author = {Siyuan Yan, Eunis Li, Zongyuan Ge, Yasmeen George, Xiangyu Zhao, Jamie Chow, Stephanie Fong, Deval Mehta, Hongxi Yang, Yiwen Jiang, Charlotte Poon},
  title = {NeRD: Neuro-Symbolic Rule Distillation for Efficient Ontology-Grounded Chain-of-Thought in Medical Image Diagnosis},
  year = {2026},
  eprint = {2606.15617},
  archivePrefix = {arXiv},
  doi = {10.48550/arXiv.2606.15617},
}

Paper Details

Published

Jun 14, 2026

Updated

Jun 26, 2026, 01:08 PM

DOI

10.48550/arXiv.2606.15617

arXiv

2606.15617

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CC-BY-4.0

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Citations

196