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Peer-reviewedCC BY 4.0Scientific Reports

Interpretable and lightweight multimodal Transformer assessment of English education ecosystem health

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BibTeX
@article{lv2026interpretable,
  title = {{Interpretable and lightweight multimodal Transformer assessment of English education ecosystem health}},
  author = {Meiqin Lv and You Wang and Dong Han},
  journal = {Scientific Reports},
  year = {2026},
  month = nov,
  doi = {10.1038/s41598-026-77249-3},
  url = {https://www.nature.com/articles/s41598-026-77249-3},
  note = {CC BY 4.0},
}
RIS
TY  - JOUR
TI  - Interpretable and lightweight multimodal Transformer assessment of English education ecosystem health
AU  - Meiqin Lv
AU  - You Wang
AU  - Dong Han
PY  - 2026
DA  - 2026/11/07
JO  - Scientific Reports
DO  - 10.1038/s41598-026-77249-3
UR  - https://www.nature.com/articles/s41598-026-77249-3
SN  - 2045-2322
ER  -