Course Recommendation System Based on Course Knowledge Graph Generated by Large Language Models

Authors: Chen, Xin, Yin, Chuantao, Chen, Hui, Rong, Wenge, Ouyang, Yuanxin, Chai, Yanmei

Source: 2024 IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE) Teaching, Assessment and Learning for Engineering (TALE), 2024 IEEE International Conference on. :1-8 Dec, 2024

Relation: 2024 IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE)

An RSB-GNN-Based EEG Approach for Exploring Students' Affective States in E-Learning

Authors: Li, Ting, Yin, Chuantao, Chai, Yanmei, Chen, Hui, Rong, Wenge, Ouyang, Yuanxin

Source: 2024 IEEE Frontiers in Education Conference (FIE) Frontiers in Education Conference (FIE), 2024 IEEE. :1-9 Oct, 2024

Relation: 2024 IEEE Frontiers in Education Conference (FIE)

AAKT: Enhancing Knowledge Tracing with Alternate Autoregressive Modeling

Authors: Zhou, Hao, Rong, Wenge, Zhang, Jianfei, Sun, Qing, Ouyang, Yuanxin, Xiong, Zhang

Source: IEEE Transactions on Learning Technologies, vol. 18, pp. 25-38, 2025

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Computers and Society, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2502.11817

Disentangling Preference Representation and Text Generation for Efficient Individual Preference Alignment

Authors: Zhang, Jianfei, Bai, Jun, Li, Bei, Wang, Yanmeng, Li, Rumei, Lin, Chenghua, Rong, Wenge

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2412.20834

Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking

Authors: Bai, Jun, Chen, Zhuofan, Li, Zhenzi, Hong, Hanhua, Zhang, Jianfei, Li, Chen, Lin, Chenghua, Rong, Wenge

Subject Terms: Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2409.16198

HelloBench: Evaluating Long Text Generation Capabilities of Large Language Models

Authors: Que, Haoran, Duan, Feiyu, He, Liqun, Mou, Yutao, Zhou, Wangchunshu, Liu, Jiaheng, Rong, Wenge, Wang, Zekun Moore, Yang, Jian, Zhang, Ge, Peng, Junran, Zhang, Zhaoxiang, Zhang, Songyang, Chen, Kai

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2409.16191

PFME: A Modular Approach for Fine-grained Hallucination Detection and Editing of Large Language Models

Authors: Deng, Kunquan, Huang, Zeyu, Li, Chen, Lin, Chenghua, Gao, Min, Rong, Wenge

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2407.00488

Enhancing 3D Lane Detection and Topology Reasoning with 2D Lane Priors

Authors: Li, Han, Huang, Zehao, Wang, Zitian, Rong, Wenge, Wang, Naiyan, Liu, Si

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2406.03105

Explainable Few-shot Knowledge Tracing

Authors: Li, Haoxuan, Yu, Jifan, Ouyang, Yuanxin, Liu, Zhuang, Rong, Wenge, Li, Juanzi, Xiong, Zhang

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Computation and Language, Computer Science - Computers and Society

Access URL: http://arxiv.org/abs/2405.14391

Wasserstein Dependent Graph Attention Network for Collaborative Filtering with Uncertainty

Authors: Li, Haoxuan, Ouyang, Yuanxin, Liu, Zhuang, Rong, Wenge, Xiong, Zhang

Subject Terms: Computer Science - Information Retrieval, Computer Science - Information Theory

Access URL: http://arxiv.org/abs/2404.05962

TOCOL: Improving Contextual Representation of Pre-trained Language Models via Token-Level Contrastive Learning

Authors: Wang, Keheng, Yin, Chuantao, Li, Rumei, Wang, Sirui, Xian, Yunsen, Rong, Wenge, Xiong, Zhang

Source: 2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA) Data Science and Advanced Analytics (DSAA), 2023 IEEE 10th International Conference on. :1-3 Oct, 2023

Relation: 2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA)

Subgraph-Oriented Heterogeneous Drug-Target Interaction Identification

Authors: Zhang, Xiaofeng, Huang, Zeyu, Bai, Jun, Rong, Wenge, Ouyang, Yuanxin, Xiong, Zhang

Source: 2023 International Joint Conference on Neural Networks (IJCNN) Neural Networks (IJCNN), 2023 International Joint Conference on. :1-8 Jun, 2023

Relation: 2023 International Joint Conference on Neural Networks (IJCNN)

Solving Math Word Problems Following Logically Consistent Template

Authors: Huang, Zeyu, Zhang, Xiaofeng, Bai, Jun, Rong, Wenge, Ouyang, Yuanxin, Xiong, Zhang

Source: 2023 International Joint Conference on Neural Networks (IJCNN) Neural Networks (IJCNN), 2023 International Joint Conference on. :01-08 Jun, 2023

Relation: 2023 International Joint Conference on Neural Networks (IJCNN)

Permutation Invariant Training for Paraphrase Identification

Authors: Bai, Jun, Yin, Chuantao, Hong, Hanhua, Zhang, Jianfei, Li, Chen, Wang, Yanmeng, Rong, Wenge

Source: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2023 - 2023 IEEE International Conference on. :1-5 Jun, 2023

Relation: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

ProCQA: A Large-scale Community-based Programming Question Answering Dataset for Code Search

Authors: Li, Zehan, Zhang, Jianfei, Yin, Chuantao, Ouyang, Yuanxin, Rong, Wenge

Subject Terms: Computer Science - Computation and Language, Computer Science - Information Retrieval, Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2403.16702

A Review of Data Mining in Personalized Education: Current Trends and Future Prospects

Authors: Xiong, Zhang, Li, Haoxuan, Liu, Zhuang, Chen, Zhuofan, Zhou, Hao, Rong, Wenge, Ouyang, Yuanxin

Source: Frontiers of Digital Education, 2024 ,1(1): 26-50

Subject Terms: Computer Science - Computers and Society, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2402.17236

MAKT: Multichannel Attention Networks based Knowledge Tracing with Representation Learning

Authors: Jiang, Xuyang, Ouyang, Yuanxin, Liu, Zhuang, Rong, Wenge, Xiong, Zhang

Source: 2022 IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE) TALE Teaching, Assessment and Learning for Engineering (TALE), 2022 IEEE International Conference on. :292-299 Dec, 2022

Relation: 2022 IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE)

Reinforcement Learning-Based Explainable Recommendation over Knowledge Graphs with Negative Sampling

Authors: Zhang, Siyuan, Ouyang, Yuanxin, Liu, Zhuang, Rong, Wenge, Xiong, Zhang

Source: 2022 IEEE Smartworld, Ubiquitous Intelligence & Computing, Scalable Computing & Communications, Digital Twin, Privacy Computing, Metaverse, Autonomous & Trusted Vehicles (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta) SMARTWORLD-UIC-SCALCOM-DIGITALTWIN-PRICOMP-META Smartworld, Ubiquitous Intelligence & Computing, Scalable Computing & Communications, Digital Twin, Privacy Computing, Metaverse, Autonomous & Trusted Vehicles (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta), 2022 IEEE. :1948-1953 Dec, 2022

Relation: 2022 IEEE Smartworld, Ubiquitous Intelligence & Computing, Scalable Computing & Communications, Digital Twin, Privacy Computing, Metaverse, Autonomous & Trusted Vehicles (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta)

How to Determine the Most Powerful Pre-trained Language Model without Brute Force Fine-tuning? An Empirical Survey

Authors: Bai, Jun, Zhang, Xiaofeng, Li, Chen, Hong, Hanhua, Xu, Xi, Lin, Chenghua, Rong, Wenge

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2312.04775

Graph and Question Interaction Aware Graph2Seq Model for Knowledge Base Question Generation

Authors: Li, Chen, Bai, Jun, Wang, Chuanarui, Hu, Yuanhao, Rong, Wenge, Xiong, Zhang

Source: 2022 International Joint Conference on Neural Networks (IJCNN) Neural Networks (IJCNN), 2022 International Joint Conference on. :1-8 Jul, 2022

Relation: 2022 International Joint Conference on Neural Networks (IJCNN)