Zhu, Xiaoyan

Attention-based LSTM for Aspect-level Sentiment Classification

Wang, Y., Huang, M., zhu, X., & Zhao, L. (2016) · Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing

Sentiment Analysis and Opinion MiningTopic Modeling

Cited by 2,450

Challenges in building intelligent open-domain dialog systems

Huang, M., Zhu, X., & Gao, J. (2020) · ACM Transactions on Information Systems

Speech and dialogue systemsAI in Service Interactions

Cited by 288

JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs

Ke, P., Ji, H., Ran, Y., Cui, X., Wang, L., Song, L., Zhu, X., & Huang, M. (2021) · Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021

Topic ModelingAdvanced Graph Neural Networks

Cited by 92

Memory-Augmented Dialogue Management for Task-Oriented Dialogue Systems

Zhang, Z., Huang, M., Zhao, Z., Ji, F., Chen, H., & Zhu, X. (2019) · ACM Transactions on Information Systems

Speech and dialogue systemsAI in Service Interactions

Cited by 37

Memory-augmented Dialogue Management for Task-oriented Dialogue Systems

Zhang, Z., Huang, M., Zhao, Z., Ji, F., Chen, H., & Zhu, X. (2018) · arXiv

Speech and dialogue systemsAI in Service Interactions

Cited by 36

Robust Prognostic Subtyping of Muscle-Invasive Bladder Cancer Revealed by Deep Learning-Based Multi-Omics Data Integration

Zhang, X., Wang, J., Lu, J., Su, L., Wang, C., Huang, Y., Zhang, X., & Zhu, X. (2021) · Frontiers in Oncology

Bladder and Urothelial Cancer TreatmentsRadiomics and Machine Learning in Medical Imaging

Cited by 24