Ruobing Xie

 

Master
Natural Language Processing Lab,
Department of Computer Science and Technology,
Tsinghua University, Beijing, China.,
Researcher, Wechat, Tencent (Beijing).

Email: xrbsnowing [at] 163.com
Github: xrb92
Add: Room 4-506, FIT Building, Tsinghua University, Beijing, 100084

Research Interests: knowledge graph, NLP


Publications | Education and Experience | Awards


Publications

Journal and Conference Papers

    2017

  1. Ruobing Xie, Zhiyuan Liu, Maosong Sun. Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning with Confidence. In arXiv:1705.03202. [pdf]
  2. Ruobing Xie, Zhiyuan Liu, Huanbo Luan, Maosong Sun. Image-embodied Knowledge Representation Learning. The 26th International Joint Conference on Artificial Intelligence (IJCAI'17). Long paper. [pdf][codes]
  3. Hao Zhu*, Ruobing Xie*, Zhiyuan Liu, Maosong Sun. Iterative Entity Alignment via Joint Knowledge Embeddings. The 26th International Joint Conference on Artificial Intelligence (IJCAI'17). Long paper. (* indicates equal contribution). [pdf][codes]
  4. Ruobing Xie*, Xingchi Yuan*, Zhiyuan Liu, Maosong Sun. Lexical Sememe Prediction via Word Embeddings and Matrix Factorization. The 26th International Joint Conference on Artificial Intelligence (IJCAI'17). Long paper. [pdf][codes]
  5. Yilin Niu*, Ruobing Xie*, Zhiyuan Liu, Maosong Sun. Improved Word Representation Learning with Sememes. The 55th Annual Meeting of the Association for Computational Linguistics (ACL'17). Long paper. (* indicates equal contribution). [pdf][codes]

    2016

  6. Ruobing Xie, Zhiyuan Liu, Rui Yan, Maosong Sun. Neural Emoji Recommendation in Dialogue Systems. In arXiv:1612.04609. [pdf]
  7. Stefan Heinrich, Cornelius Weber, Stefan Wermter, Ruobing Xie, Yankai Lin, Zhiyuan Liu. Crossmodal language grounding, learning, and teaching. The 30th Conference on Neural Information Processing Systems (CoCo@NIPS'16). Workshop. [pdf]
  8. Jiawei Wu*, Ruobing Xie*, Zhiyuan Liu, Maosong Sun. Knowledge Representation via Joint Learning of Sequential Text and Knowledge Graphs. In arXiv:1609.07075 (* indicates equal contribution). [pdf]
  9. Ruobing Xie, Zhiyuan Liu, Maosong Sun. Representation Learning of Knowledge Graphs with Hierarchical Types. The 25th International Joint Conference on Artificial Intelligence (IJCAI'16). Long paper. [pdf][codes]
  10. Ruobing Xie, Zhiyuan Liu, Jia Jia, Huanbo Luan, Maosong Sun. Representation Learning of Knowledge Graphs with Entity Descriptions. The 30th AAAI Conference on Artificial Intelligence (AAAI'16). Long paper. [pdf][codes]
  11. Zhiyuan Liu, Maosong Sun, Yankai Lin, Ruobing Xie. Knowledge Representation Learning: A Review. Journal of Computer Research and Development, 2016. (In Chinese). [pdf]

Patents

  1. An Sememe Prediction Method and System. Application No., 201710429027.6
  2. An Image-embodied Knowledge Representation Learning Method and System. Application No., 201710429483.0
  3. An Word Representation Learning Model with Sememe. Application No., 201710322632.3
  4. An Sequential Textual Information Based Method and System for Knowledge Representation Learning. Application No., 201610852672.4
  5. An Entity Type-embodied Method and System for Knowledge Representation Learning. Application No., 201610350225.9.
  6. An Entity Description-embodied Method and System for Knowledge Representation Learning. Application No., 201510947068.5.

Education and Experience

Awards