AutoML for NLP

  • Jin, Haifeng, Qingquan Song, and Xia Hu. “Efficient neural architecture search with network morphism.” arXiv preprint arXiv:1806.10282 (2018). [code]
  • Pham, Hieu, et al. “Efficient Neural Architecture Search via Parameter Sharing.” arXiv preprint arXiv:1802.03268 (2018). [code]
  • Liu, Hanxiao, Karen Simonyan, and Yiming Yang. “Darts: Differentiable architecture search.” arXiv preprint arXiv:1806.09055 (2018). [code]
  • H2O.ai: http://docs.h2o.ai/h2o-tutorials/latest-stable/h2o-world-2017/nlp/index.html
  • Google ai: https://cloud.google.com/natural-language/automl/docs/beginners-guide

More: https://github.com/markdtw/awesome-architecture-search