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@inproceedings{qiu2019,
author = {Qiu, S. and Liu, Q. and Zhou, S. and Wu, C.},
title = {Automatic question difficulty estimation for online judge problems},
booktitle = {Proceedings of the AAAI Workshop on AI in Education},
year = {2019}
}
@article{lee2021,
author = {Lee, J. and Kim, M.},
title = {BERT-based question difficulty prediction for e-learning platforms},
journal = {Expert Systems with Applications},
volume = {178},
pages = {114985},
year = {2021}
}
@misc{langchain2023,
author = {Chase, H.},
title = {LangChain: Building applications with LLMs through composability},
howpublished = {\url{https://github.com/langchain-ai/langchain}},
year = {2023}
}
@misc{langgraph2024,
author = {LangChain AI},
title = {LangGraph: Stateful, multi-actor applications with LLMs},
howpublished = {\url{https://github.com/langchain-ai/langgraph}},
year = {2024}
}
@book{bloom1956,
author = {Bloom, B. S. and Engelhart, M. D. and Furst, E. J. and Hill, W. H. and Krathwohl, D. R.},
title = {Taxonomy of Educational Objectives: The Classification of Educational Goals. Handbook I: Cognitive Domain},
publisher = {David McKay},
year = {1956}
}
@article{son2020,
author = {Son, T. and Pham, H.},
title = {Automated question difficulty prediction using machine learning},
booktitle = {Proceedings of the International Conference on Educational Data Mining (EDM)},
pages = {412--418},
year = {2020}
}
@book{hambleton1991,
author = {Hambleton, R. K. and Swaminathan, H. and Rogers, H. J.},
title = {Fundamentals of Item Response Theory},
publisher = {Sage Publications},
address = {Newbury Park, CA},
year = {1991}
}
@book{gierl2012,
author = {Gierl, M. J. and Haladyna, T. M.},
title = {Automatic Item Generation: Theory and Practice},
publisher = {Routledge},
address = {New York},
year = {2012}
}
@article{ha2019,
author = {Ha, M. and Kim, J. and Park, S.},
title = {Linguistic complexity as a predictor of reading difficulty in standardised tests},
journal = {Language Testing},
volume = {36},
number = {2},
pages = {201--223},
year = {2019}
}