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http://dx.doi.org/10.18419/opus-15000
Autor(en): | Pagel, Janis |
Titel: | Enhancing character type detection using coreference information : experiments on dramatic texts |
Erscheinungsdatum: | 2024 |
Dokumentart: | Dissertation |
Seiten: | xxx, 200 |
URI: | http://nbn-resolving.de/urn:nbn:de:bsz:93-opus-ds-150190 http://elib.uni-stuttgart.de/handle/11682/15019 http://dx.doi.org/10.18419/opus-15000 |
Zusammenfassung: | This thesis describes experiments on enhancing machine-learning based detection of literary character types in German-language dramatic texts by using coreference information. The thesis makes four major contributions to the research discourse of character type detection and coreference resolution for German dramatic texts: (i) a corpus of annotations of coreference on dramatic texts, called GerDraCor-Coref, (ii) a rule-based system to automatically resolve coreferences on dramatic texts, called DramaCoref, as well as experiments and analyses of results by using DramaCoref on GerDraCor-Coref, (iii) experiments on the automatic detection of three selected character types (title characters, protagonists and schemers) using machine-learning approaches, and (iv) experiments on utilizing the coreference information of (i) and (ii) for improving the performance of character type detection of (iii). |
Enthalten in den Sammlungen: | 05 Fakultät Informatik, Elektrotechnik und Informationstechnik |
Dateien zu dieser Ressource:
Datei | Beschreibung | Größe | Format | |
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thesis.pdf | 5,09 MB | Adobe PDF | Öffnen/Anzeigen |
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