Shijin Wang

1. Neural Cognitive Diagnosis for Intelligent Education Systems
   2019/08/23 by Fei Wang, Qi Liu, Wang, Fei +13 · 14 citations
   Computer Science · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Online Learning and Analytics #Topic Modeling
2. Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning
   2023/06/04 by Beichen Zhang, Kun Zhou, Zhang, Beichen +11 · 17 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Natural Language Processing Techniques #Topic Modeling
3. JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models
   2024/05/23 by Kun Zhou, Beichen Zhang, Zhou, Kun +15 · 15 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Parallel Computing and Optimization Techniques
4. Position: AI Evaluation Should Learn from How We Test Humans
   2023/06/18 by Yan Zhuang, Qi Liu, Zhuang, Yan +10 · 10 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text Readability and Simplification #Topic Modeling
5. Gradient-based Intra-attention Pruning on Pre-trained Language Models
   2022/12/15 by Ziqing Yang, Yang, Ziqing, Yiming Cui +5 · 4 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
6. ChemEval: A Comprehensive Multi-Level Chemical Evaluation for Large Language Models
   2024/09/21 by Yuqing Huang, Huang, Yuqing, Rihong Zhang +31 · 9 citations
   Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #Chemical Physics (physics.chem-ph) #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
7. Quality meets Diversity: A Model-Agnostic Framework for Computerized Adaptive Testing
   2021/01/15 by Haoyang Bi, Bi, Haoyang, Haiping Ma +13 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Online Learning and Analytics #Topic Modeling
8. Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question Answering
   2025/02/17 by Rongyan Liu, Bei Luo, Liu, Runxuan +13 · 8 citations
   Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Natural Language Processing Techniques
9. Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process
   2024/05/10 by Tong Xiao, Jiayu Liu, Xiao, Tong +11 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
10. MMATH: A Multilingual Benchmark for Mathematical Reasoning
    2025/05/25 by Wenyang Luo, Wayne Xin Zhao, Luo, Wenyang +7 · 5 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Mathematics Education and Teaching Techniques
11. A Survey of Models for Cognitive Diagnosis: New Developments and Future Directions
    2024/07/07 by Fei Wang, Weibo Gao, Wang, Fei +19 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Cognitive Science and Mapping #FOS: Computer and information sciences
12. Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter
    2025/03/07 by Weixiang Zhao, Xingyu Sui, Zhao, Weixiang +19 · 6 citations
    Psychology · #Digital Mental Health Interventions #Mental Health via Writing
13. Improving Machine Reading Comprehension via Adversarial Training
    2019/11/09 by Ziqing Yang, Yiming Cui, Yang, Ziqing +9 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
14. Monitoring Student Progress for Learning Process-Consistent Knowledge Tracing
    2022/01/01 by Shuanghong Shen, Enhong Chen, Qi Liu +5 · 1 citation
    Computer Science · Psychology · #Innovative Teaching and Learning Methods #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics
15. Towards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training
    2023/01/18 by Yuting Ning, Zhenya Huang, Ning, Yuting +11 · 1 citation
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Educational Assessment and Pedagogy #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Topic Modeling
16. am-ELO: A Stable Framework for Arena-based LLM Evaluation
    2025/05/06 by Jiatong Li, Liu, Zirui, Li, Jiatong +11 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Topic Modeling
17. IDOL: Indicator-oriented Logic Pre-training for Logical Reasoning
    2023/06/27 by Zihang Xu, Ziqing Yang, Xu, Zihang +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
18. Consensus Attention-based Neural Networks for Chinese Reading Comprehension
    2016/07/08 by Yiming Cui, Cui, Yiming, Ting Liu +8 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
19. Benchmarking Robustness of Machine Reading Comprehension Models
    2020/04/29 by Chenglei Si, Ziqing Yang, Si, Chenglei +9 · 1 citation
    Computer Science · #Topic Modeling #Adversarial Robustness in Machine Learning #Natural Language Processing Techniques
20. Bit-mask Robust Contrastive Knowledge Distillation for Unsupervised Semantic Hashing
    2024/03/10 by Liyang He, Zhenya Huang, He, Liyang +11 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR)
21. From Objectives to Questions: A Planning-based Framework for Educational Mathematical Question Generation
    2025/06/01 by Cheng Cheng, Zhenya Huang, Cheng, Cheng +13 · 2 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Educational Assessment and Pedagogy #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning