| Disan: Directional self-attention network for rnn/cnn-free language understanding T Shen, T Zhou, G Long, J Jiang, S Pan, C Zhang Thirty-Second AAAI Conference on Artificial Intelligence, 5446-5455, 2018 | 704 | 2018 |
| Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling T Shen, T Zhou, G Long, J Jiang, C Zhang (ICLR) The International Conference on Learning Representations, 2018 | 154 | 2018 |
| Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling T Shen, T Zhou, G Long, J Jiang, S Wang, C Zhang (IJCAI) International Joint Conference on Artificial Intelligence and the …, 2018 | 127 | 2018 |
| Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base T Shen, X Geng, T Qin, D Guo, D Tang, N Duan, G Long, D Jiang (EMNLP-IJCNLP) Conference on Empirical Methods in Natural Language …, 2019 | 69 | 2019 |
| Structure-Augmented Text Representation Learning for Efficient Knowledge Graph Completion B Wang, T Shen, G Long, T Zhou, Y Wang, Y Chang (WWW) The Web Conference 2021, 2021 | 60 | 2021 |
| Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction Y Li, G Long, T Shen, T Zhou, L Yao, H Huo, J Jiang (AAAI) Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020 | 58 | 2020 |
| Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning T Shen, Y Mao, P He, G Long, A Trischler, W Chen (EMNLP) Conference on Empirical Methods in Natural Language Processing, 2020 | 35 | 2020 |
| Federated learning for privacy-preserving open innovation future on digital health G Long, T Shen, Y Tan, L Gerrard, A Clarke, J Jiang Humanity Driven AI, 113-133, 2022 | 26 | 2022 |
| Effective Search of Logical Forms for Weakly Supervised Knowledge-Based Question Answering T Shen, X Geng, G Long, J Jiang, C Zhang, D Jiang (IJCAI-PRICAI) The 29th International Joint Conference on Artificial …, 2020 | 24* | 2020 |
| Temporal Self-Attention Network for Medical Concept Embedding X Peng, G Long, T Shen, S Wang, J Jiang, M Blumenstein (ICDM) 19th IEEE International Conference on Data Mining, 2019 | 18 | 2019 |
| Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph Y Zhou, X Geng, T Shen, W Zhang, D Jiang (NAACL) Proceedings of the 2021 Conference of the North American Chapter of …, 2021 | 16 | 2021 |
| Domain-specific meta-embedding with latent semantic structures Q Liu, J Lu, G Zhang, T Shen, Z Zhang, H Huang Information Sciences, 2021 | 14 | 2021 |
| Self-Attention Enhanced Patient Journey Understanding in Healthcare System X Peng, G Long, T Shen, S Wang, J Jiang (ECML-PKDD) European Conference on Machine Learning and Principles and …, 2020 | 12 | 2020 |
| Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together T Shen, T Zhou, G Long, J Jiang, C Zhang (NAACL) Annual Conference of the North American Chapter of the Association …, 2019 | 11* | 2019 |
| Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention Y Li, T Shen, G Long, J Jiang, T Zhou, C Zhang (COLING) The 28th International Conference on Computational Linguistics, 2020 | 10 | 2020 |
| Multi-center federated learning: clients clustering for better personalization G Long, M Xie, T Shen, T Zhou, X Wang, J Jiang World Wide Web, 1-20, 2022 | 9 | 2022 |
| ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification Y Zhou, T Shen, X Geng, G Long, D Jiang (ACL) 60th Annual Meeting of the Association for Computational Linguistics, 2022 | 8 | 2022 |
| Sequential Diagnosis Prediction with Transformer and Ontological Representation X Peng, G Long, T Shen, S Wang, J Jiang (ICDM) 19th IEEE International Conference on Data Mining, 2021 | 8 | 2021 |
| Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction B Wang, T Shen, G Long, T Zhou, Y Chang (EMNLP-Findings) The 2021 Conference on Empirical Methods in Natural …, 2021 | 8 | 2021 |
| Modeling Event-Pair Relations in External Knowledge Graphs for Script Reasoning Y Zhou, X Geng, T Shen, J Pei, W Zhang, D Jiang ACL Findings, 2021 | 8 | 2021 |
Guodong LongAssociate Professor, Australian AI Institute, University of Technology SydneyVerified email at uts.edu.au
