Exploring the Use of the Pronoun I in German Academic Texts with Machine Learning
| dc.contributor.author | Andresen, Melanie | |
| dc.contributor.author | Knorr, Dagmar | |
| dc.contributor.editor | Reussner, Ralf H. | |
| dc.contributor.editor | Koziolek, Anne | |
| dc.contributor.editor | Heinrich, Robert | |
| dc.date.accessioned | 2021-01-27T13:33:23Z | |
| dc.date.available | 2021-01-27T13:33:23Z | |
| dc.date.issued | 2021 | |
| dc.description.abstract | The use of the pronoun ich (‘I’) in academic language is a source of constant debate and a frequent cause of insecurity for students. We explore manually annotated instances of I from a German learner corpus. Using machine learning techniques, we investigate to what extent it is possible to automatically distinguish between different types of I usage (author I vs. narrator I). We additionally inspect which context words are good indicators of one type or the other. The results show that an automatic classification is not straightforward, but the distinctive features are in line with previous research. The results of the automatic classification are not perfect, but would greatly facilitate manual annotation. The distinctive words are in line with previous research and indicate that the author I is a more homogeneous class. | en |
| dc.identifier.doi | 10.18420/inf2020_124 | |
| dc.identifier.isbn | 978-3-88579-701-2 | |
| dc.identifier.pissn | 1617-5468 | |
| dc.identifier.uri | https://dl.gi.de/handle/20.500.12116/34714 | |
| dc.language.iso | en | |
| dc.publisher | Gesellschaft für Informatik, Bonn | |
| dc.relation.ispartof | INFORMATIK 2020 | |
| dc.relation.ispartofseries | Lecture Notes in Informatics (LNI) - Proceedings, Volume P-307 | |
| dc.subject | annotation | |
| dc.subject | academic language | |
| dc.subject | German | |
| dc.subject | machine learning | |
| dc.subject | classification | |
| dc.title | Exploring the Use of the Pronoun I in German Academic Texts with Machine Learning | en |
| gi.citation.endPage | 1333 | |
| gi.citation.startPage | 1327 | |
| gi.conference.date | 28. September - 2. Oktober 2020 | |
| gi.conference.location | Karlsruhe | |
| gi.conference.sessiontitle | Methoden und Anwendungen der Computational Humanities |
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