Publications by Li, Ge
In Journal (refereed)
| 1. | Y. Xu, G. Li, L. Mou, Y. Lu. "Learning non-taxomomic relations on demand for ontology extension". International Journal of Software Engineering and Knowledge Engineering, 24(8), pp 1159–1175, October 2014.  |
In Conference (refereed)
| 2. | B. Wei, S. Lu, L. Mou, H. Zhou, P. Poupart, G. Li, Z. Jin. "Why Do Neural Dialog Systems Generate Short and Meaningless Replies? a Comparison between Dialog and Translation". ICASSP, pp 7290-7294, May 2019. |
| 3. | Z. Sun, Q. Zhu, L. Mou, Y. Xiong, G. Li, L. Zhang. "A Grammar-Based Structural CNN Decoder for Code Generation". National Conference on Artificial Intelligence (AAAI), pp 7055-7062, January 2019. |
| 4. | Y. Xu, R. Jia, L. Mou, G. Li, Y. Chen, Y. Lu, Z. Jin. "Improved relation classification by deep recurrent neural networks with data augmentation". Conference on Computational Linguistics (COLING), pp 1461–1470, December 2016.  |
| 5. | L. Mou, Z. Meng, R. Yan, G. Li, Y. Xu, L. Zhang, Z. Jin. "How Transferable are Neural Networks in NLP Applications?". EMNLP - Conference on Empirical Methods in Natural Language Processing, Austin, USA, pp 479–489, November 2016. |
| 6. | Z. Meng, L. Mou, G. Li, Z. Jin. "Context-aware tree-based convolutional neural networks for natural language inference". International Conference on Knowledge Science, Engineering and Management, pp 515-526, October 2016. |
| 7. | L. Mou, R. Jia, Y. Xu, G. Li, L. Zhang, Z. Jin. "Distilling Word Embeddings: An Encoding Approach". ACM International Conference on Information and Knowledge Management (CIKM), pp 1977–1980, October 2016. |
| 8. | Y. Chen, L. Mou, Y. Xu, G. Li, Z. Jin. "Compressing Neural Language Models by Sparse Word Representations". International Conference on Computational Linguistics and the Association for Computational Linguist, pp 226–235, August 2016. |
| 9. | L. Mou, R. Men, G. Li, Y. Xu, L. Zhang, R. Yan, Z. Jin. "Natural Language Inference by Tree-Based Convolution and Heuristic Matching". International Conference on Computational Linguistics and the Association for Computational Linguist, pp 130–136, August 2016. |
| 10. | L. Mou, G. Li, L. Zhang, T. Wang, Z. Jin. "Convolutional Neural Networks over Tree Structures for Programming Language Processing". National Conference on Artificial Intelligence (AAAI), pp 1287-1293, February 2016. |
| 11. | L. Mou, Y. Song, R. Yan, G. Li, L. Zhang, Z. Jin. "Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text Conversation". Conference on Computational Linguistics (COLING), pp 3349–3358, February 2016. |
| 12. | H. Peng, L. Mou, G. Li, Y. Liu, Z. Jin, Y. Xu, L. Zhang. "Building Program Vector Representations for Deep Learning". International Conference on Knowledge Science, Engineering and Management, (ed: Songmao Zhang, Martin Wirsing, Zili Zhang ), pp 547-553, October 2015. |
| 13. | H. Peng, L. Mou, G. Li, Y. Chen, Y. Lu, Z. Jin. "A Comparative Study on Regularization Strategies for Embedding-based Neural Networks". EMNLP - Conference on Empirical Methods in Natural Language Processing, pp 2106–2111, September 2015. |
| 14. | L. Mou, H. Peng, G. Li, Y. Xu, L. Zhang, Z. Jin. "Discriminative Neural Sentence Modeling by Tree-Based Convolution". EMNLP - Conference on Empirical Methods in Natural Language Processing, pp 2315–2325, September 2015. |
| 15. | Y. Hao, G. Li, L. Mou, L. Zhang, Z. Jin. "MCT: A tool for commenting programs by multimedia comments". International Conference on Software Engineering (ICSE), pp 1330–1442, May 2013. |
| 16. | L. Mou, G. Li, Z. Jin. "Domain hyponymy hierarchy discovery by iterative Web searching and inferable semantics based concept selecting". Annual Computer Software and Applications Conference, January 2013. |
