Resources for Turkish natural language processing: A critical survey

Ç Çöltekin, AS Doğruöz, Ö Çetinoğlu - Language Resources and …, 2023 - Springer
This paper presents a comprehensive survey of corpora and lexical resources available for
Turkish. We review a broad range of resources, focusing on the ones that are publicly …

Fully attentional network for low-resource academic machine translation and post editing

İ Sel, D Hanbay - Applied Sciences, 2022 - mdpi.com
English is accepted as an academic language in the world. This necessitates the use of
English in their academic studies for speakers of other languages. Even when these …

[PDF][PDF] A grammar-book treebank of Turkish

C Cöltekin - Proceedings of the 14th workshop on Treebanks and …, 2015 - pure.knaw.nl
This paper introduces a new Turkish dependency treebank following the Universal
Dependencies annotation scheme. The treebank is built on example sentences from a …

Tropbank: turkish propbank v2. 0

N Kara, DB Aslan, B Marşan, Ö Bakay… - Proceedings of the …, 2020 - aclanthology.org
In this paper, we present and explain TRopBank “Turkish PropBank v2. 0”. PropBank is a
hand-annotated corpus of propositions which is used to obtain the predicate-argument …

A new approach for named entity recognition

B Ertopçu, AB Kanburoğlu, O Topsakal… - 2017 International …, 2017 - ieeexplore.ieee.org
Many sentences create certain impressions on people. These impressions help the reader
to have an insight about the sentence via some entities. In NLP, this process corresponds to …

Shallow parsing in Turkish

O Topsakal, O Açıkgöz, AT Gürkan… - 2017 International …, 2017 - ieeexplore.ieee.org
Shallow Parsing in TurNish Page 1 Shallow Parsing in TurNish TürNçeГde Sığ Çözümleme
Ozan Topsakal 1 , Onur Açıkgöz 1 , Ali Tunca Gürkan 1 , Ali Bugra Kanburoglu 1 Burak …

Construction of a Turkish proposition bank

K Ak, C Toprak, V Esgel… - Turkish Journal of …, 2018 - journals.tubitak.gov.tr
This paper describes our approach to developing the Turkish PropBank by adopting the
semantic role-labeling guidelines of the original PropBank and using the translation of the …

Constructing a Turkish constituency parse treebank

OT Yıldız, E Solak, Ş Çandır, R Ehsani… - Information Sciences and …, 2016 - Springer
In this paper, we describe our initial efforts for creating a Turkish constituency parse
treebank by utilizing the English Penn Treebank. We employ a semi-automated approach for …

A multilayer annotated corpus for turkish

OT Yıldız, K Ak, G Ercan, O Topsakal… - … on Natural Language …, 2018 - ieeexplore.ieee.org
In this paper, we present the first multilayer annotated corpus for Turkish, which is a low-
resourced agglutinative language. Our dataset consists of 9,600 sentences translated from …

All-words word sense disambiguation for Turkish

O Açıkgöz, AT Gürkan, B Ertopçu… - 2017 International …, 2017 - ieeexplore.ieee.org
Identifying the sense of a word within a context is a challenging problem and has many
applications in natural language processing. This assignment problem is called word sense …