Auxiliary Task Guided Interactive Attention Model for Question Difficulty Prediction

Author:

Venktesh V.,Akhtar Md. Shad,Mohania Mukesh,Goyal Vikram

Publisher

Springer International Publishing

Reference18 articles.

1. Alsubait, T., Parsia, B., Sattler, U.: A similarity-based theory of controlling MCQ difficulty. In: ICEEE 2013, pp. 283–288 (2013)

2. Benedetto, L., Aradelli, G., Cremonesi, P., Cappelli, A., Giussani, A., Turrin, R.: On the application of transformers for estimating the difficulty of multiple-choice questions from text. In: Proceedings of the 16th Workshop on Innovative Use of NLP for Building Educational Applications, Online, pp. 147–157. ACL (April 2021)

3. Devlin, J., Chang, M., Lee, K., Toutanova, K.: BERT: pre-training of deep bidirectional transformers for language understanding. CoRR abs/1810.04805 (2018)

4. François, T., Miltsakaki, E.: Do NLP and machine learning improve traditional readability formulas? In: Proceedings of the 1st Workshop on Predicting and Improving Text Readability for Target Reader Populations, Montréal, Canada. ACL (June 2012)

5. Gogus, A.: Bloom’s taxonomy of learning objectives, pp. 469–473 (2012)

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