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Zhi Jin
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Convolutional neural networks over tree structures for programming language processing
L Mou, G Li, L Zhang, T Wang, Z Jin
Thirtieth AAAI Conference on Artificial Intelligence, 2016
9382016
Classifying relations via long short term memory networks along shortest dependency paths
Y Xu, L Mou, G Li, Y Chen, H Peng, Z Jin
Proceedings of the 2015 conference on empirical methods in natural language …, 2015
8662015
Deep code comment generation
X Hu, G Li, X Xia, D Lo, Z Jin
2018 IEEE/ACM 26th International Conference on Program Comprehension (ICPC …, 2018
853*2018
Natural language inference by tree-based convolution and heuristic matching
L Mou, R Men, G Li, Y Xu, L Zhang, R Yan, Z Jin
Proceedings of the 54th Annual Meeting of the Association for Computational …, 2015
4232015
How transferable are neural networks in nlp applications?
L Mou, Z Meng, R Yan, G Li, Y Xu, L Zhang, Z Jin
Proceedings of the 2016 Conference on Empirical Methods in Natural Language …, 2016
3792016
Missing value estimation for mixed-attribute data sets
X Zhu, S Zhang, Z Jin, Z Zhang, Z Xu
IEEE Transactions on Knowledge and Data Engineering 23 (1), 110-121, 2010
3692010
Summarizing source code with transferred api knowledge
X Hu, G Li, X Xia, D Lo, S Lu, Z Jin
Proceedings of the Twenty-Seventh International Joint Conference on …, 2018
3342018
Detecting code clones with graph neural network and flow-augmented abstract syntax tree
W Wang, G Li, B Ma, X Xia, Z Jin
2020 IEEE 27th International Conference on Software Analysis, Evolution and …, 2020
3272020
Sequence to backward and forward sequences: A content-introducing approach to generative short-text conversation
L Mou, Y Song, R Yan, G Li, L Zhang, Z Jin
Proceedings of COLING 2016, the 26th International Conference on …, 2016
2952016
Improved relation classification by deep recurrent neural networks with data augmentation
Y Xu, R Jia, L Mou, G Li, Y Chen, Y Lu, Z Jin
Proceedings of COLING 2016, the 26th International Conference on …, 2016
2882016
Deep code comment generation with hybrid lexical and syntactical information
X Hu, G Li, X Xia, D Lo, Z Jin
Empirical Software Engineering 25, 2179-2217, 2020
2842020
Code Generation as a Dual Task of Code Summarization
B Wei, G Li, X Xia, Z Fu, Z Jin
33nd Advances in Neural Information Processing Systems, 6563–6573, 2019
2562019
Multi-task learning based pre-trained language model for code completion
F Liu, G Li, Y Zhao, Z Jin
Proceedings of the 35th IEEE/ACM International Conference on Automated …, 2020
2222020
Building program vector representations for deep learning
L Mou, G Li, Y Liu, H Peng, Z Jin, Y Xu, L Zhang
arXiv preprint arXiv:1409.3358, 2014
220*2014
Self-collaboration code generation via chatgpt
Y Dong, X Jiang, Z Jin, G Li
ACM Transactions on Software Engineering and Methodology 33 (7), 1-38, 2024
2192024
基于领域知识重用的虚拟领域本体构造
陈刚， 陆汝钤， 金芝
软件学报 14 (3), 350-355, 2003
167*2003
Tree-based convolutional neural networks: principles and applications
L Mou, Z Jin
Springer, 2018
164*2018
Discriminative neural sentence modeling by tree-based convolution
L Mou, H Peng, G Li, Y Xu, L Zhang, Z Jin
Proceedings of the 2015 Conference on Empirical Methods in Natural Language …, 2015
1602015
Some discussion on the development of software technology
FQ Yang, H Mei, J Lu, Z Jin
Acta electronica sinica 30 (12A), 1901-1906, 2002
1402002
Missing data imputation by utilizing information within incomplete instances
S Zhang, Z Jin, X Zhu
Journal of Systems and Software 84 (3), 452-459, 2011
1372011
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