Yankai Lin

 

PHD Student
Natural Language Processing Lab,
Department of Computer Science and Technology,
Tsinghua University, Beijing, China.

Email: linyk14 [at] mails.tsinghua.edu.cn
Weibo: Follow Me (In Chinese)
Add: Room 4-506, FIT Building, Tsinghua University, Beijing, 100084

Research Interests: knowledge graph


Education and Experience | Publications | Talks



Publications

[Google Scholar]

Journal and Conference Papers

    2017

  1. Wenyuan Zeng, Yankai Lin, Zhiyuan Liu, Maosong Sun. Incorporating Relation Paths in Neural Relation Extraction. The Conference on Empirical Methods in Natural Language Processing (EMNLP 2017). [pdf][codes]
  2. Ayana, Shiqi Shen, Yankai Lin, Cunchao Tu, Yu Zhao, Zhiyuan Liu, Maosong Sun. Recent Advances on Neural Headline Generation. Journal of Computer Science and Technology (JCST 2017).[pdf].
  3. Yankai Lin, Zhiyuan Liu, Maosong Sun. Neural Relation Extraction with Multi-lingual Attention. The 55th Annual Meeting of the Association for Computational Linguistics (ACL 2017). [pdf][codes]
  4. 2016

  5. 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]
  6. Huimin Chen, Maosong Sun, Cunchao Tu, Yankai Lin and Zhiyuan Liu. Neural Sentiment Classification with User and Product Attention. The Conference on Empirical Methods in Natural Language Processing (EMNLP 2016) . [pdf] [codes]
  7. Yankai Lin, Shiqi Shen, Zhiyuan Liu, Maosong Sun. Neural Relation Extraction with Selective Attention over Instances. The Annual Meeting of the Association for Computational Linguistics (ACL 2016). [pdf][codes]
  8. Yankai Lin, Zhiyuan Liu, Maosong Sun. Knowledge Representation Learning with Entities, Attributes and Relations. International Joint Conference on Artificial Intelligence (IJCAI 2016). [pdf][codes]
  9. Zhiyuan Liu, Maosong Sun, Yankai Lin, Ruobing Xie. Knowledge Representation Learning: A Review. Journal of Computer Research and Development, 2016. (In Chinese) [pdf]
  10. 2015

  11. Yankai Lin, Zhiyuan Liu, Huanbo Luan, Maosong Sun, Siwei Rao, Song Liu. Modeling Relation Paths for Representation Learning of Knowledge Bases. The Conference on Empirical Methods in Natural Language Processing (EMNLP'15). Long paper. [pdf][codes]
  12. Yankai Lin, Zhiyuan Liu, Maosong Sun, Yang Liu, Xuan Zhu. Learning Entity and Relation Embeddings for Knowledge Graph Completion. Long paper. The 29th AAAI Conference on Artificial Intelligence (AAAI'15). [pdf][codes]

Talks

  • Knowledge Representation and Acquisition [slides][video]
  • Education and Experience