A Survey on Recent Advances in Named Entity Recognition from Deep Learning models. Yadav, V. & Bethard, S. In Proceedings of the 27th International Conference on Computational Linguistics, pages 2145–2158, Santa Fe, New Mexico, USA, 8, 2018. Association for Computational Linguistics. [Acceptance rate 37%]
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models [link]Paper  bibtex   1 download  
@InProceedings{yadav-bethard:2018:C18-1,
  author    = {Yadav, Vikas  and  Bethard, Steven},
  title     = {A Survey on Recent Advances in Named Entity Recognition from Deep Learning models},
  booktitle = {Proceedings of the 27th International Conference on Computational Linguistics},
  month     = {8},
  year      = {2018},
  address   = {Santa Fe, New Mexico, USA},
  publisher = {Association for Computational Linguistics},
  pages     = {2145--2158},
  url       = {http://www.aclweb.org/anthology/C18-1182},
  note = {[Acceptance rate 37\%]},
  keywords = {information extraction},
}

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