Multi-perspective prompt fusion for zero-shot classification of agricultural news texts with large language models.

Liu Q, Ding Y, Liu H, Xu Z, Zou Y

DOI: 10.1038/s41598-026-56518-1
Published: 2026 Jun 17
Container: Scientific reports
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1038/s41598-026-56518-1,
  title = {Multi-perspective prompt fusion for zero-shot classification of agricultural news texts with large language models.},
  author = {Liu Q and Ding Y and Liu H and Xu Z and Zou Y},
  year = {2026},
  journal = {Scientific reports},
  doi = {10.1038/s41598-026-56518-1},
  url = {https://doi.org/10.1038/s41598-026-56518-1}
}

RIS

TY  - JOUR
TI  - Multi-perspective prompt fusion for zero-shot classification of agricultural news texts with large language models.
AU  - Liu Q
AU  - Ding Y
AU  - Liu H
AU  - Xu Z
AU  - Zou Y
PY  - 2026
JO  - Scientific reports
DO  - 10.1038/s41598-026-56518-1
UR  - https://doi.org/10.1038/s41598-026-56518-1
ER  -

APA

Q, L., Y, D., H, L., Z, X., & Y, Z. (2026). Multi-perspective prompt fusion for zero-shot classification of agricultural news texts with large language models.. Scientific reports. https://doi.org/10.1038/s41598-026-56518-1

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pubmed · retrieved 2026-09-26T07:38:09.132Z