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If you find our code useful, please cite:

@inproceedings{li23_slate,
  author={Jiun-Ting Li and Tien-Hong Lo and Bi-Cheng Yan and Yung-Chang Hsu and Berlin Chen},
  title={{Graph-Enhanced Transformer Architecture with Novel Use of CEFR Vocabulary Profile and Filled Pauses in Automated Speaking Assessment}},
  year=2023,
  booktitle={Proc. 9th Workshop on Speech and Language Technology in Education (SLaTE)},
  pages={109--113},
  doi={10.21437/SLaTE.2023-21}
}