10.11588/data/W3JBV4Rehbein, InesInesRehbeinLeibniz Institute for the German LanguageRuppenhofer, JosefJosefRuppenhoferLeibniz Institute for the German LanguageZimmermann, VictorVictorZimmermannDepartment of Computational Linguistics, Heidelberg UniversityPre-trained POS tagging models for German social mediaheiDATA2020Arts and HumanitiesComputer and Information ScienceTweetsTwitterPOS taggingTwitter POS testsuiteSocial media dataCorpusGermanPOS tagging models for German social media textPOS taggingRehbein, InesInesRehbeinLeibniz Institute for the German Language20182019-07-312020-03-26Archived binary fileshttps://www.oeaw.ac.at/fileadmin/subsites/academiaecorpora/PDF/konvens18_03.pdf33362503516393224text/plainapplication/x-bziptext/plaintext/plain1.0<p>Pre-trained POS tagging models for</p> <ol style="list-style-type: lower-alpha;"> <li>the HunPos tagger (Hal&aacute;csy et al. 2007)</li> <li>the biLSTM-char-CRF tagger (Reimers &amp; Gurevych 2017)</li> <li>Online-Flors (Yin et al. 2015).</li> </ol> <p><strong>References:</strong></p> <p>Hal&aacute;csy, P., Kornai, A., and Oravecz, C. (2007). HunPos: An open source trigram tagger. In <em>Proceedings of the 45th Annual Meeting of the ACL on Interactive Poster and Demonstration Sessions</em>, ACL&rsquo;07, pages 209&ndash;212, Prague, Czech Republic.</p> <p>Reimers, N., and Gurevych, I. (2017). Reportingscore distributions makes a difference: Performancestudy of lstm-networks for sequence tagging. In <span style="left: 171.017px; top: 1330.24px; font-size: 14.944px; font-family: sans-serif; transform: scaleX(0.931795);">Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing</span>, EMNLP, pp. 338&ndash;348, <span style="left: 200.077px; top: 1344.41px; font-size: 14.944px; font-family: sans-serif; transform: scaleX(0.915778);">September 7&ndash;11, 2017, Copenhagen, Denmark.</span></p> <p>Yin, W., Schnabel, T. and Sch&uuml;tze, H. (2015). Online updating of word representations forpart-of-speech tagging. In <em>Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing</em>, EMNLP&rsquo;15, pages 1329&ndash;1334. September 17-21, 2015, Lisbon, Portugal.</p>Leibniz Institute for the German Language