Classifying Scientific Publications with BERT - Is Self-attention a Feature Selection Method?

@inproceedings{garciasilva-2021-classifying, author = {Andr\'{e}s Garc\'{i}a-Silva and Jos\'{e} Manu\'{e}l G\'{o}mez-P\'{e}rez}, editor = {Djoerd Hiemstra and Marie-Francine Moens and Josiane Mothe and Raffaele Perego and Martin Potthast and Fabrizio Sebastiani}, title = {{Classifying Scientific Publications with BERT - Is Self-attention a Feature Selection Method?}}, booktitle = {{Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part I}}, series = {Lecture Notes in Computer Science}, volume = {12656}, pages = {161--175}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-72113-8_11}, doi = {https://doi.org/10.1007/978-3-030-72113-8_11} }