It Takes Two: Complementary Self-Distillation for Contextual Integrity in LLMs

Park, Sangwoo, Yeo, Woongyeong, Lee, Seanie, Choi, Yumin, Lee, Hyomin, Kim, Kangsan, Baek, Jinheon, Oh, Seong Joon, Hwang, Sung Ju

Open source

DOI
10.48550/arxiv.2605.20258
Published
2026
Container
Not recorded
Publisher
arXiv
Open access
yes

Credibility signals

limited evidence Score 43/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.48550/arxiv.2605.20258,
  title = {It Takes Two: Complementary Self-Distillation for Contextual Integrity in LLMs},
  author = {Park, Sangwoo and Yeo, Woongyeong and Lee, Seanie and Choi, Yumin and Lee, Hyomin and Kim, Kangsan and Baek, Jinheon and Oh, Seong Joon and Hwang, Sung Ju},
  year = {2026},
  doi = {10.48550/arxiv.2605.20258},
  url = {https://doi.org/10.48550/arxiv.2605.20258}
}

RIS

TY  - JOUR
TI  - It Takes Two: Complementary Self-Distillation for Contextual Integrity in LLMs
AU  - Park, Sangwoo
AU  - Yeo, Woongyeong
AU  - Lee, Seanie
AU  - Choi, Yumin
AU  - Lee, Hyomin
AU  - Kim, Kangsan
AU  - Baek, Jinheon
AU  - Oh, Seong Joon
AU  - Hwang, Sung Ju
PY  - 2026
DO  - 10.48550/arxiv.2605.20258
UR  - https://doi.org/10.48550/arxiv.2605.20258
ER  - 

APA

Sangwoo, P., Woongyeong, Y., Seanie, L., Yumin, C., Hyomin, L., Kangsan, K., Jinheon, B., Joon, O. S., & Ju, H. S. (2026). It Takes Two: Complementary Self-Distillation for Contextual Integrity in LLMs. https://doi.org/10.48550/arxiv.2605.20258

Source records