Natural Language Processing, 2017, Mar.29, Weekly Report

Distributed Representations of Words and Phrases and their Compositionality

T Mikolov, I Sutskever, K Chen, G Corrado, J Dean

Advances in Neural Information Processing Systems, 2013, 26:3111-3119.

LINE: Large-scale Information Network Embedding

Jian Tang, Meng Qu , Mingzhe Wang, Ming Zhang, Jun Yan, Qiaozhu Mei

International Conference on World Wide Web. ACM, 2015:1067-1077.\

该论文提出的LINE模型能够在单机上把大规模网络降维到低维空间表示