Publications by Xu, Yan
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. | 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. |
3. | 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. |
4. | 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. |
5. | 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. |
6. | 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. |
7. | 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. |
8. | 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. |