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Tao Shen
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Year
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
6102018
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
1352018
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
1142018
Multi-center federated learning
M Xie, G Long, T Shen, T Zhou, X Wang, J Jiang, C Zhang
arXiv preprint arXiv:2108.08647, 2021
582021
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
482019
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
432020
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
262020
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
18*2021
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
17*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
172019
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
82022
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
82021
BiteNet: Bidirectional Temporal Encoder Network to Predict Medical Outcomes
X Peng, G Long, T Shen, S Wang, J Jiang, C Zhang
(ICDM) IEEE International Conference on Data Mining, 2020
82020
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
82020
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
8*2019
Domain-specific meta-embedding with latent semantic structures
Q Liu, J Lu, G Zhang, T Shen, Z Zhang, H Huang
Information Sciences, 2021
62021
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
62020
MIMO: Mutual Integration of Patient Journey and Medical Ontology for Healthcare Representation Learning
X Peng, G Long, T Shen, S Wang, Z Niu, C Zhang
arXiv preprint arXiv:2107.09288, 2021
32021
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
32021
RatE: Relation-Adaptive Translating Embedding for Knowledge Graph Completion
H Huang, G Long, T Shen, J Jiang, C Zhang
(COLING) The 28th International Conference on Computational Linguistics, 2020
32020
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Articles 1–20