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Graph neural networks: A review of methods and applications
J Zhou, G Cui, S Hu, Z Zhang, C Yang, Z Liu, L Wang, C Li, M Sun
AI open 1, 57-81, 2020
Mandates: National Natural Science Foundation of China
Learning entity and relation embeddings for knowledge graph completion
Y Lin, Z Liu, M Sun, Y Liu, X Zhu
Proceedings of the AAAI conference on artificial intelligence 29 (1), 2015
Mandates: National Natural Science Foundation of China
Network representation learning with rich text information.
C Yang, Z Liu, D Zhao, M Sun, EY Chang
Proceedings of the 24th International Conference on Artificial Intelligence …, 2015
Mandates: National Natural Science Foundation of China
Neural relation extraction with selective attention over instances
Y Lin, S Shen, Z Liu, H Luan, M Sun
Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016
Mandates: National Natural Science Foundation of China
Representation learning of knowledge graphs with entity descriptions
R Xie, Z Liu, J Jia, H Luan, M Sun
Proceedings of the AAAI conference on artificial intelligence 30 (1), 2016
Mandates: National Natural Science Foundation of China, National Research Foundation …
Topical word embeddings
Y Liu, Z Liu, TS Chua, M Sun
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
Mandates: National Natural Science Foundation of China, National Research Foundation …
Ptr: Prompt tuning with rules for text classification
X Han, W Zhao, N Ding, Z Liu, M Sun
AI Open 3, 182-192, 2022
Mandates: National Natural Science Foundation of China
Iterative Entity Alignment via Joint Knowledge Embeddings.
H Zhu, R Xie, Z Liu, M Sun
Proceedings of the Twenty-Sixth International Joint Conference on Artificial …, 2017
Mandates: National Natural Science Foundation of China
A unified model for word sense representation and disambiguation
X Chen, Z Liu, M Sun
Proceedings of the 2014 conference on empirical methods in natural language …, 2014
Mandates: National Natural Science Foundation of China
Word-level textual adversarial attacking as combinatorial optimization
Y Zang, F Qi, C Yang, Z Liu, M Zhang, Q Liu, M Sun
arXiv preprint arXiv:1910.12196, 2019
Mandates: National Natural Science Foundation of China
Openke: An open toolkit for knowledge embedding
X Han, S Cao, X Lv, Y Lin, Z Liu, M Sun, J Li
Proceedings of the 2018 conference on empirical methods in natural language …, 2018
Mandates: National Natural Science Foundation of China
Joint learning of character and word embeddings
X Chen, L Xu, Z Liu, M Sun, H Luan
Twenty-fourth international joint conference on artificial intelligence, 2015
Mandates: National Natural Science Foundation of China
Parameter-efficient fine-tuning of large-scale pre-trained language models
N Ding, Y Qin, G Yang, F Wei, Z Yang, Y Su, S Hu, Y Chen, CM Chan, ...
Nature Machine Intelligence 5 (3), 220-235, 2023
Mandates: National Natural Science Foundation of China
Hybrid attention-based prototypical networks for noisy few-shot relation classification
T Gao, X Han, Z Liu, M Sun
Proceedings of the AAAI conference on artificial intelligence 33 (01), 6407-6414, 2019
Mandates: National Natural Science Foundation of China
Representation learning of knowledge graphs with hierarchical types.
R Xie, Z Liu, M Sun
Proceedings of the Twenty-Fifth International Joint Conference on Artificial …, 2016
Mandates: National Natural Science Foundation of China
Neural sentiment classification with user and product attention
H Chen, M Sun, C Tu, Y Lin, Z Liu
Proceedings of the 2016 conference on empirical methods in natural language …, 2016
Mandates: National Natural Science Foundation of China
Legal judgment prediction via topological learning
H Zhong, Z Guo, C Tu, C Xiao, Z Liu, M Sun
Proceedings of the 2018 conference on empirical methods in natural language …, 2018
Mandates: National Natural Science Foundation of China
Max-margin deepwalk: Discriminative learning of network representation.
C Tu, W Zhang, Z Liu, M Sun
IJCAI 2016, 3889-3895, 2016
Mandates: National Research Foundation, Singapore
Adversarial training for unsupervised bilingual lexicon induction
M Zhang, Y Liu, H Luan, M Sun
Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017
Mandates: National Natural Science Foundation of China, National Research Foundation …
Communicative agents for software development
C Qian, X Cong, C Yang, W Chen, Y Su, J Xu, Z Liu, M Sun
arXiv preprint arXiv:2307.07924 6, 2023
Mandates: National Natural Science Foundation of China
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