Enhancing Turkish Coreference Resolution: Insights from deep learning, dropped pronouns, and multilingual transfer learning

TP Arslan, G Eryiğit - Computer Speech & Language, 2025 - Elsevier
Coreference resolution (CR), which is the identification of in-text mentions that refer to the
same entity, is a crucial step in natural language understanding. While CR in English has …

A Detailed Study on Anaphora Resolution System for Asian Languages

P Prajapati, V Goyal, K Kaur - SN Computer Science, 2024 - Springer
In the field of Computational Linguistics,“anaphora" is a term used to denote the deliberate
utilization of a word earlier mentioned in the discourse to mitigate redundancy. Anaphora …

Incorporating dropped pronouns into coreference resolution: the case for Turkish

TP Arslan, G Eryiğit - Proceedings of the 17th Conference of the …, 2023 - aclanthology.org
Abstract Representation of coreferential relations is a challenging and actively studied topic
for pro-drop and morphologically rich languages (PD-MRLs) due to dropped pronouns (eg …

Learning-based pronoun resolution for Turkish with a comparative evaluation

Y Kılıçaslan, ES Güner, S Yıldırım - Computer Speech & Language, 2009 - Elsevier
The aim of this paper is twofold. On the one hand, it attempts to explore several machine
learning models for pronoun resolution in Turkish, a language not sufficiently studied with …

Enhancing Turkish Coreference Resolution:: Insights from deep learning, dropped pronouns, and multilingual transfer learning

T Pamay Arslan, G Eryiğit - 2025 - dl.acm.org
Coreference resolution (CR), which is the identification of in-text mentions that refer to the
same entity, is a crucial step in natural language understanding. While CR in English has …

Turkish coreference resolution

T Pamay, G Eryiğit - 2018 Innovations in Intelligent Systems …, 2018 - ieeexplore.ieee.org
This paper presents the state-of-the-art results in Turkish coreference resolution (CR) which
is a task of determining sets of mentions which identify the same real-world entity (eg a …

Algorithm of Coreference Resolution in Uzbek Text

EB Boltayeviç, AŞA Kızı… - 2024 9th International …, 2024 - ieeexplore.ieee.org
Nowadays, information technologies have managed to penetrate all fields. Although a
machine cannot possess the full potential of a human, it offers limited capabilities. Even the …

Pronoun resolution in Turkish using decision tree and rule-based learning algorithms

S Yıldırım, Y Kılıçaslan, T Yıldız - … , LTC 2007, Poznan, Poland, October 5-7 …, 2009 - Springer
This paper reports on the results of some pronoun resolution experiments performed by
applying a decision tree and a rule-based algorithm on an annotated Turkish text. The text …

[PDF][PDF] A coreference corpus of Turkish situated dialogs

F Büyüktekin, U Özge - 2024 - open.metu.edu.tr
The paper introduces a publicly available corpus of Turkish situated dialogs annotated for
coreference. We developed an annotation scheme for coreference annotation in Turkish, a …

Türkçe için derlem tabanlı bir anafor çözümleme çalışması

ES Güner - 2008 - dspace.trakya.edu.tr
Özet Bu tez çalışmasının temelde iki amacı vardır. Bunlardan ilki, Türkçe gibi artgönderim
çözümlemesi bakış açısıyla üzerinde çok çalışılmamış ve makine öğrenmesi deneylerine …