Enhancements to the BOUN Treebank Reflecting the Agglutinative Nature of Turkish

no code implementations • 24 Jul 2022 • Büşra Marşan, Salih Furkan Akkurt, Muhammet Şen, Merve Gürbüz, Onur Güngör, Şaziye Betül Özateş, Suzan Üsküdarlı, Arzucan Özgür, Tunga Güngör, Balkız Öztürk

In this study, we aim to offer linguistically motivated solutions to resolve the issues of the lack of representation of null morphemes, highly productive derivational processes, and syncretic morphemes of Turkish in the BOUN Treebank without diverging from the Universal Dependencies framework.

Miscellaneous

A Hybrid Approach to Dependency Parsing: Combining Rules and Morphology with Deep Learning

no code implementations • 24 Feb 2020 • Şaziye Betül Özateş, Arzucan Özgür, Tunga Güngör, Balkız Öztürk

Our first approach combines a state-of-the-art deep learning-based parser with a rule-based approach and the second one incorporates morphological information into the parser.

Dependency Parsing Morphological Analysis