Do You Need Embeddings Trained on a Massive Specialized Corpus for Your Clinical Natural Language Processing Task?

Antoine Neuraz, Vincent Looten, Bastien Rance, Nicolas Daniel, Nicolas Garcelon, Leonardo Campillos Llanos, Anita Burgun, Sophie Rosset. Do You Need Embeddings Trained on a Massive Specialized Corpus for Your Clinical Natural Language Processing Task?. In Lucila Ohno-Machado, Brigitte Séroussi, editors, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics, Lyon, France, 25-30 August 2019. Volume 264 of Studies in Health Technology and Informatics, pages 1558-1559, IOS Press, 2019. [doi]

@inproceedings{NeurazLRDGLBR19,
  title = {Do You Need Embeddings Trained on a Massive Specialized Corpus for Your Clinical Natural Language Processing Task?},
  author = {Antoine Neuraz and Vincent Looten and Bastien Rance and Nicolas Daniel and Nicolas Garcelon and Leonardo Campillos Llanos and Anita Burgun and Sophie Rosset},
  year = {2019},
  doi = {10.3233/SHTI190533},
  url = {https://doi.org/10.3233/SHTI190533},
  researchr = {https://researchr.org/publication/NeurazLRDGLBR19},
  cites = {0},
  citedby = {0},
  pages = {1558-1559},
  booktitle = {MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics, Lyon, France, 25-30 August 2019},
  editor = {Lucila Ohno-Machado and Brigitte Séroussi},
  volume = {264},
  series = {Studies in Health Technology and Informatics},
  publisher = {IOS Press},
  isbn = {978-1-64368-003-3},
}