Papers by Büşra Marşan
A Learning-Based Dependency to Constituency Conversion Algorithm for the Turkish Language (2022.lrec-1)
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Büşra Marşan, Oğuz K. Yıldız, Aslı Kuzgun, Neslihan Cesur, Arife B. Yenice, Ezgi Sanıyar, Oğuzhan Kuyrukçu, Bilge N. Arıcan, Olcay Taner Yıldız
| Challenge: | a team of linguists manually annotated a set of constituency trees. |
| Approach: | They propose to create the first Turkish-based dependency-to-constituency conversion algorithm using a morphologic analyser and feature-based machine learning model. |
| Outcome: | The proposed algorithm can be used to generate new constituency treebanks and training data for NLP resources like constituency parsers. |
Evaluating the Quality of a Corpus Annotation Scheme Using Pretrained Language Models (2024.lrec-main)
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Furkan Akkurt, Onur Gungor, Büşra Marşan, Tunga Gungor, Balkiz Ozturk Basaran, Arzucan Özgür, Susan Uskudarli
| Challenge: | Pretrained language models and large language models are increasingly used to assist in a variety of natural language processing tasks. |
| Approach: | They propose to use pretrained language models and large language models to evaluate their quality in natural language processing. |
| Outcome: | The proposed annotation scheme (2.11) yields sentences with higher success rate than the previous one. |
TRopBank: Turkish PropBank V2.0 (2020.lrec-1)
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| Challenge: | PropBank is a hand-annotated corpus of propositions used to obtain predicate-argument information of a language. |
| Approach: | They present TRopBank "Turkish PropBank v2.0" which is a hand-annotated corpus of propositions . it is used to obtain the predicate-argument information of a language . |
| Outcome: | The proposed annotations provide the predicate-argument information of a language . the proposed annotation is based on the annotations of 17.673 verbs in Turkish . |
FrameForm: An Open-source Annotation Interface for FrameNet (2021.eacl-demos)
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| Challenge: | FrameNet is a computational lexicography tool that provides in-depth semantic information regarding the argument structure and thematic relations of a predicate. |
| Approach: | They introduce an open-source annotation tool that can be easily modified to accommodate predicate annotations based on Frame Semantics. |
| Outcome: | The proposed tool can be easily modified to answer the annotation needs of a wide range of languages. |