Maosong Sun - Selected Publications#

The selected recent papers cover Maosong's main research areas of natural language processing, artificial intelligence, machine learning, knowledge graph, machine translation, text generation and computational education:
Y Lin, Z Liu, M Sun, Y Liu, X Zhu (2015), Learning entity and relation embeddings for knowledge graph completion. In Proceedings of Twenty-ninth AAAI conference on Artificial Intelligence (AAAI 2017). (Google Scholar Citations: 1039)

C Yang, Z Liu, D Zhao, M Sun, E Chang (2015). Network representation learning with rich text information. In Proceedings of Twenty-Fourth International Joint Conference on Artificial Intelligence(IJCAI 2015). (Google Scholar Citations: 510)

Y Lin, S Shen, Z Liu, H Luan, M Sun (2016). Neural relation extraction with selective attention over instances. In Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL 2016). (Google Scholar Citations: 385)

Z Liu, W Huang, Y Zheng, M Sun (2010). Automatic keyphrase extraction via topic decomposition. In Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing (EMNLP 2010). (Google Scholar Citations: 302)

X Chen, Z Liu, M Sun (2014). A unified model for word sense representation and disambiguation. In proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP 2014). (Google Scholar Citations: 260)

Z Liu, Y Zhang, EY Chang, M Sun (2011). PLDA+ parallel latent dirichlet allocation with data placement and pipeline processing.

ACM Transactions on Intelligent Systems and Technology (TIST) 2 (3), 1-18. (Google Scholar Citations: 191)

Y Ding, Y Liu, H Luan, M Sun (2017). Visualizing and understanding neural machine translation. In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL 2017). (ACL 2017 Outstanding Paper)

H Chen, M Sun, C Tu, Y Lin, Z Liu (2016). Neural sentiment classification with user and product attention. In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP 2016). (Google Scholar Citations: 164)

X Yi, M Sun, R Li, W Li (2018). Automatic poetry generation with mutual reinforcement learning. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP 2018) (A representative paper of Jiuge, the most influential Chinese classic poetry generation system)

H Zhang, M Sun, X. Wang, Z. Song, J. Tang, J. Sun(2017) Smart jump: Automated navigation suggestion for videos in MOOCs. In Proceedings of the 26th International Conference on World Wide Web Companion (WWW 2017). (A representative paper concerning machine learning research based on and for XuetangX, the most influential Chinese massive open online courses platform)