Citation

Citing QuoteBench

If you use QuoteBench in research, reporting, evaluation, derivative benchmarks, or public comparisons, cite the project and retain NOTICE attribution.

Project Citation

Li, Shangao, Yao Zhang, Volker Tresp, and Yuanyuan Yang. 2026. QuoteBench: How Matched Scores Can Hide Command-Path Failures. arXiv:2608.13547.

Accepted at the REALM workshop at EMNLP 2026 (non-archival). The arXiv version above is the citable record.

CITATION.cff

cff-version: 1.2.0
message: "If you use QuoteBench in research, reporting, evaluation, derivative benchmarks, or public comparisons, please cite this work."
title: "QuoteBench: How Matched Scores Can Hide Command-Path Failures"
authors:
  - family-names: "Li"
    given-names: "Shangao"
  - family-names: "Zhang"
    given-names: "Yao"
  - family-names: "Tresp"
    given-names: "Volker"
  - family-names: "Yang"
    given-names: "Yuanyuan"
year: 2026
license: "Apache-2.0"
repository-code: "https://github.com/LeonardNJU/quoteBench"
preferred-citation:
  type: article
  title: "QuoteBench: How Matched Scores Can Hide Command-Path Failures"
  year: 2026
  url: "https://arxiv.org/abs/2608.13547"

Acknowledgements

We gratefully acknowledge Jiafu Tang and Ziyu Zhou for providing access to the Gemini and GPT APIs, respectively. Their support enabled the experiments reported in the paper.