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where $\lambda(\Theta)$ is the regularization term and $\lambda$ is a hyper-parameter. We can apply IRR to any fully differentiable CDMs (e.g., MIRT) and train them with Stochastic Gradient Descent.
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For more details, please refer to our paper.
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## Citation
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```
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@inproceedings{tong2021item,
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title={Item response ranking for cognitive diagnosis},
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author={Tong, Shiwei and Liu, Qi and Yu, Runlong and Huang, Wei and Huang, Zhenya and Pardos, Zachary and Jiang, Weijie},
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year={2021},
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organization={IJCAI}
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}
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```

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