Optimizing Answer Representation Using Metric Learning for Efficient Short Answer Scoring

Author:

Wang Bo,Dawton Billy,Ishioka Tsunenori,Mine Tsunenori

Publisher

Springer Nature Singapore

Reference24 articles.

1. Alikaniotis, D., Yannakoudakis, H., Rei, M.: Automatic text scoring using neural networks. In: ACL, pp. 715–725 (2016)

2. Chen, H., He, B.: Automated essay scoring by maximizing human-machine agreement. In: EMNLP 2013, pp. 1741–1752 (2013)

3. Condor, A., Litster, M., Pardos, Z.: Automatic short answer grading with SBERT on out-of-sample questions. In: EDM, pp. 345–352 (2021)

4. Condor, A., Pardos, Z., Linn, M.: Representing scoring rubrics as graphs for automatic short answer grading. In: AIED, pp. 354–365 (2022)

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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