Enhancing products performance evaluation through hybrid DistilRoBERTa and BiGRU models

Shoukat Ullah, Aurangzeb Khan, Aman Ullah, Muhammad Nawaz Khan, Rehan Tariq Chohan, Farhan Aadil, Khair Ullah Khan

Open source

DOI: 10.1371/journal.pone.0348316
Published: 2026-05-26
Container: PLOS One
Publisher: Public Library of Science (PLoS)
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1371/journal.pone.0348316,
  title = {Enhancing products performance evaluation through hybrid DistilRoBERTa and BiGRU models},
  author = {Shoukat Ullah and Aurangzeb Khan and Aman Ullah and Muhammad Nawaz Khan and Rehan Tariq Chohan and Farhan Aadil and Khair Ullah Khan},
  year = {2026},
  journal = {PLOS One},
  doi = {10.1371/journal.pone.0348316},
  url = {https://doi.org/10.1371/journal.pone.0348316}
}

RIS

TY  - JOUR
TI  - Enhancing products performance evaluation through hybrid DistilRoBERTa and BiGRU models
AU  - Shoukat Ullah
AU  - Aurangzeb Khan
AU  - Aman Ullah
AU  - Muhammad Nawaz Khan
AU  - Rehan Tariq Chohan
AU  - Farhan Aadil
AU  - Khair Ullah Khan
PY  - 2026
JO  - PLOS One
DO  - 10.1371/journal.pone.0348316
UR  - https://doi.org/10.1371/journal.pone.0348316
ER  -

APA

Ullah, S., Khan, A., Ullah, A., Khan, M. N., Chohan, R. T., Aadil, F., & Khan, K. U. (2026). Enhancing products performance evaluation through hybrid DistilRoBERTa and BiGRU models. PLOS One. https://doi.org/10.1371/journal.pone.0348316

Source records

crossref · retrieved 2026-11-05T06:08:03.122Z