Supporting Teaching-to-the-Curriculum by Linking Diagnostic Tests to Curriculum Goals: Using Textbook Content as Context for Retrieval-Augmented Generation with Large Language Models

Author:

Li XiuORCID,Henriksson Aron,Duneld Martin,Nouri Jalal,Wu Yongchao

Publisher

Springer Nature Switzerland

Reference19 articles.

1. Black, P., Wiliam, D.: Assessment and classroom learning. Assess. Educ. Principles Policy Pract. 5(1), 7–74 (1998). https://doi.org/10.1080/0969595980050102

2. Cer, D., Diab, M., Agirre, E., Lopez-Gazpio, I., Specia, L.: SemEval-2017 Task 1: semantic textual similarity-multilingual and cross-lingual focused evaluation. arXiv preprint arXiv:1708.00055 (2017)

3. Cuconasu, F., et al.: The power of noise: redefining retrieval for RAG systems. arXiv preprint arXiv:2401.14887 (2024)

4. Darling-Hammond, L., Adamson, F., Abedi, J.: Beyond basic skills: the role of performance assessment in achieving 21st century standards of learning. In: International Conference on Applications of Natural Language to Information Systems, p. 52. Stanford Center for Opportunity Pollcy in Education (2010)

5. Devlin, J., Chang, M.W., Lee, K., Toutanova, K.: BERT: pre-training of deep bidirectional transformers for language understanding. arXiv:1810.04805 (2018)

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