Buchbeitrag
Automatic classification of Russian texts for didactic purposes
In this paper we present the results of an automatic classification of Russian texts into three levels of difficulty. Our aim is to build a study corpus of Russian, in which a L2 student is able to select texts of a desired complexity. We are building on a pilot study, in which we classified Russian texts into two levels of difficulty. In the current paper, we apply the classification to an extended corpus of 577 labelled texts. The best-performing combination of features achieves an accuracy of 0,74 within at most one level difference.
- Language
-
Englisch
- Subject
-
Korpus <Linguistik>
Fremdsprachenlernen
Russisch
Automatische Sprachanalyse
Sprache
- Event
-
Geistige Schöpfung
- (who)
-
Batinić, Dolores
Birzer, Sandra
Zinsmeister, Heike
- Event
-
Veröffentlichung
- (who)
-
Sankt-Peterburg : Izdatel´stvo Sankt-Peterburgskogo gosudarstvennogo universiteta
- (when)
-
2017-10-25
- URN
-
urn:nbn:de:bsz:mh39-66003
- Last update
-
06.03.2025, 9:00 AM CET
Data provider
This object is provided by:
Leibniz-Institut für Deutsche Sprache - Bibliothek. If you have any questions about the object, please contact the data provider.
Leibniz-Institut für Deutsche Sprache - Bibliothek. If you have any questions about the object, please contact the data provider.
Object type
- Buchbeitrag
Associated
- Batinić, Dolores
- Birzer, Sandra
- Zinsmeister, Heike
- Sankt-Peterburg : Izdatel´stvo Sankt-Peterburgskogo gosudarstvennogo universiteta
Time of origin
- 2017-10-25
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