TY - CHAP U1 - Buchbeitrag A1 - Rehbein, Ines A1 - Ruppenhofer, Josef ED - Bender, Emily M. ED - Derczynski, Leon ED - Isabelle, Pierre T1 - Sprucing up the trees – error detection in treebanks T2 - Proceedings of the 27th International Conference on Computational Linguistics. August 20-26, 2018 Santa Fe, New Mexico, USA (COLING 2018) N2 - We present a method for detecting annotation errors in manually and automatically annotated dependency parse trees, based on ensemble parsing in combination with Bayesian inference, guided by active learning. We evaluate our method in different scenarios: (i) for error detection in dependency treebanks and (ii) for improving parsing accuracy on in- and out-of-domain data. KW - Automatische Spracherkennung KW - Annotation KW - Parser Y1 - 2018 U6 - https://nbn-resolving.org/urn:nbn:de:bsz:mh39-79938 UN - https://nbn-resolving.org/urn:nbn:de:bsz:mh39-79938 UR - http://aclweb.org/anthology/C18-1010 SN - 978-1-948087-50-6 SB - 978-1-948087-50-6 SP - 107 EP - 118 PB - The Association for Computational Linguistics CY - Stroudsburg PA, USA ER -