@inproceedings{manginas-etal-2020-layer, title = "Layer-wise Guided Training for {BERT}: Learning Incrementally Refined Document Representations", author = "Manginas, Nikolaos and Chalkidis, Ilias and Malakasiotis, Prodromos", editor = "Agrawal, Priyanka and Kozareva, Zornitsa and Kreutzer, Julia and Lampouras, Gerasimos and Martins, Andr{\'e} and Ravi, Sujith and Vlachos, Andreas", booktitle = "Proceedings of the Fourth Workshop on Structured Prediction for NLP", month = nov, year = "2020", address = "Online", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/fix-sig-urls/2020.spnlp-1.7/", doi = "10.18653/v1/2020.spnlp-1.7", pages = "53--61" }