NeuralCD: a general framework for cognitive diagnosis

F Wang, Q Liu, E Chen, Z Huang, Y Yin… - … on Knowledge and …, 2022 - ieeexplore.ieee.org
Cognitive diagnosis is widely applicable in the scenarios where users' cognitive states need
to be assessed, such as games and clinical measurement. Especially in intelligent …

DARE: disentanglement-augmented rationale extraction

L Yue, Q Liu, Y Du, Y An, L Wang… - Advances in Neural …, 2022 - proceedings.neurips.cc
Rationale extraction can be considered as a straightforward method of improving the model
explainability, where rationales are a subsequence of the original inputs, and can be …

[PDF][PDF] Towards a New Generation of Cognitive Diagnosis.

Q Liu - IJCAI, 2021 - staff.ustc.edu.cn
Cognitive diagnosis is a type of assessment for automatically measuring individuals'
proficiency profiles from their observed behaviors, eg quantifying the mastery level of …

A Survey of Models for Cognitive Diagnosis: New Developments and Future Directions

F Wang, W Gao, Q Liu, J Li, G Zhao, Z Zhang… - arXiv preprint arXiv …, 2024 - arxiv.org
Cognitive diagnosis has been developed for decades as an effective measurement tool to
evaluate human cognitive status such as ability level and knowledge mastery. It has been …

Legal judgment prediction with multiple perspectives on civil cases

L Zhao, L Yue, Y An, Y Liu, K Zhang, W He… - … Intelligence: First CAAI …, 2021 - Springer
Abstract Legal Judgment Prediction, which aims at predicting the judgment result based on
case materials, is an essential task in Legal Intelligence. Most existing studies have …