HSKBenchmark: Modeling and Benchmarking Chinese Second Language Acquisition in Large Language Models Through Curriculum Tuning

Qihao Yang; Xuelin Wang; Jiale Chen; Xuelian Dong; Yuxin Hao; Tianyong Hao

AAAI 2026technical0 citations

HSKBenchmark: Modeling and Benchmarking Chinese Second Language Acquisition in Large Language Models Through Curriculum Tuning

Qihao Yang, Xuelin Wang, Jiale Chen, Xuelian Dong, Yuxin Hao, Tianyong Hao

Abstract

Language acquisition is vital to revealing the nature of human language intelligence and has recently emerged as a promising perspective for improving the interpretability of large language models (LLMs). However, it is ethically and practically infeasible to conduct experiments that require controlling human learners

BibTeX

@inproceedings{aaai2026_hskbenchmarkmode,
  title = {HSKBenchmark: Modeling and Benchmarking Chinese Second Language Acquisition in Large Language Models Through Curriculum Tuning},
  author = {Qihao Yang and Xuelin Wang and Jiale Chen and Xuelian Dong and Yuxin Hao and Tianyong Hao},
  booktitle = {AAAI 2026},
  year = {2026}
}