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Peer-reviewedCC BY 4.0Scientific Reports

Diagnostic probes reveal shortcuts induced by the benchmark protocol in vision-language model annotation pipelines for video-based self-harm detection

  • Yourack Lee
  • Hyun-Ghang Jeong
  • Hyun-Soo Choi
Open at sourceDOICite

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Cite

BibTeXRIS
BibTeX
@article{lee2026diagnostic,
  title = {{Diagnostic probes reveal shortcuts induced by the benchmark protocol in vision-language model annotation pipelines for video-based self-harm detection}},
  author = {Yourack Lee and Hyun-Ghang Jeong and Hyun-Soo Choi},
  journal = {Scientific Reports},
  year = {2026},
  month = nov,
  doi = {10.1038/s41598-026-78750-5},
  url = {https://www.nature.com/articles/s41598-026-78750-5},
  note = {CC BY 4.0},
}
RIS
TY  - JOUR
TI  - Diagnostic probes reveal shortcuts induced by the benchmark protocol in vision-language model annotation pipelines for video-based self-harm detection
AU  - Yourack Lee
AU  - Hyun-Ghang Jeong
AU  - Hyun-Soo Choi
PY  - 2026
DA  - 2026/11/09
JO  - Scientific Reports
DO  - 10.1038/s41598-026-78750-5
UR  - https://www.nature.com/articles/s41598-026-78750-5
SN  - 2045-2322
ER  -