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

    2018

  1. Fanchao Qi, Yankai Lin, Maosong Sun, Hao Zhu, Ruobing Xie, Zhiyuan Liu. Cross-lingual Lexical Sememe Prediction. The Conference on Empirical Methods in Natural Language Processing (EMNLP 2018). Long paper. [pdf][codes]
  2. Xiaozhi Wang, Xu Han, Yankai Lin, Zhiyuan Liu, Maosong Sun. Adversarial Multi-lingual Neural Relation Extraction. The 27th International Conference on Computational Linguistics (COLING 2018). [pdf][codes]
  3. Yankai Lin, Haozhe Ji, Zhiyuan Liu, Maosong Sun. Denoising Distantly Supervised Open-Domain Question Answering. The 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018). [pdf][codes]
  4. Ji Xin, Yankai Lin, Zhiyuan Liu, Maosong Sun. Improving Neural Fine-Grained Entity Typing with Knowledge Attention. The 32th AAAI Conference on Artificial Intelligence (AAAI 2018). [pdf][codes]

    2017

  5. 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]
  6. 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].
  7. 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]
  8. 2016

  9. 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]
  10. 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]
  11. Yankai Lin, Shiqi Shen, Zhiyuan Liu, Maosong Sun. Neural Relation Extraction with Selective Attention over Instances. The 54th Annual Meeting of the Association for Computational Linguistics (ACL 2016). [pdf][codes]
  12. Yankai Lin, Zhiyuan Liu, Maosong Sun. Knowledge Representation Learning with Entities, Attributes and Relations. International Joint Conference on Artificial Intelligence (IJCAI 2016). [pdf][codes]
  13. Zhiyuan Liu, Maosong Sun, Yankai Lin, Ruobing Xie. Knowledge Representation Learning: A Review. Journal of Computer Research and Development, 2016. (In Chinese) [pdf]
  14. 2015

  15. 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 2015). Long paper. [pdf][codes]
  16. 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 2015). [pdf][codes]

Talks

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