The Secret Lives of Names?: Name Embeddings from Social Media

@article{Ye2019TheSL,
  title={The Secret Lives of Names?: Name Embeddings from Social Media},
  author={Junting Ye and S. Skiena},
  journal={Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining},
  year={2019}
}
  • Junting Ye, S. Skiena
  • Published 2019
  • Computer Science
  • Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining
  • Your name tells a lot about you: your gender, ethnicity and so on. It has been shown that name embeddings are more effective in representing names than traditional substring features. However, our previous name embedding model is trained on private email data and are not publicly accessible. In this paper, we explore learning name embeddings from public Twitter data. We argue that Twitter embeddings have two key advantages: (i) they can and will be publicly released to support research… CONTINUE READING
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