Confidence-aware pseudo-label selection and verifier training for semi-supervised LLM reasoning with minimal labels

Keizo Kato, Chenhui Chu, Yugo Murawaki, Sadao Kurohashi

Open source

DOI: 10.3389/frai.2026.1857934
Published: 2026-08-26
Container: Frontiers in Artificial Intelligence
Publisher: Frontiers Media SA
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.3389/frai.2026.1857934,
  title = {Confidence-aware pseudo-label selection and verifier training for semi-supervised LLM reasoning with minimal labels},
  author = {Keizo Kato and Chenhui Chu and Yugo Murawaki and Sadao Kurohashi},
  year = {2026},
  journal = {Frontiers in Artificial Intelligence},
  doi = {10.3389/frai.2026.1857934},
  url = {https://doi.org/10.3389/frai.2026.1857934}
}

RIS

TY  - JOUR
TI  - Confidence-aware pseudo-label selection and verifier training for semi-supervised LLM reasoning with minimal labels
AU  - Keizo Kato
AU  - Chenhui Chu
AU  - Yugo Murawaki
AU  - Sadao Kurohashi
PY  - 2026
JO  - Frontiers in Artificial Intelligence
DO  - 10.3389/frai.2026.1857934
UR  - https://doi.org/10.3389/frai.2026.1857934
ER  -

APA

Kato, K., Chu, C., Murawaki, Y., & Kurohashi, S. (2026). Confidence-aware pseudo-label selection and verifier training for semi-supervised LLM reasoning with minimal labels. Frontiers in Artificial Intelligence. https://doi.org/10.3389/frai.2026.1857934

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crossref · retrieved 2026-09-25T08:54:09.631Z