@ARTICLE{10.21494/ISTE.OP.2018.0209, TITLE={Automatic indexing of scientific papers Presentation and results of DEFT 2016 text mining challenge}, AUTHOR={Adrien Bougouin, Florian Boudin, BĂ©atrice Daille, Sabine Barreaux, Damien Cram, Amir Hazem, }, JOURNAL={Information Retrieval, Document and Semantic Web}, VOLUME={1}, NUMBER={Issue 1}, YEAR={2018}, URL={http://openscience.fr/Automatic-indexing-of-scientific-papers-Presentation-and-results-of-DEFT-2016}, DOI={10.21494/ISTE.OP.2018.0209}, ISSN={2516-3280}, ABSTRACT={This paper presents the 2016 edition of the DEFT text mining challenge. This edition adresses the keyword-based indexing of scientific papers with the aim of simulating a professional indexer. The corpus is composed of French bibliographic records from four domains : linguistics, information science, archaeology and chemisty. The results have been evaluated in terms of precision, recall and f-measure computed on stemmed texts against a reference manual indexation.}}