Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

Articles Published in Other Journals

Refereed Congress / Symposium Publications in Proceedings

Incorporating Dropped Pronouns into Coreference Resolution: The case for Turkish

17th Conference of the European Chapter of the Associationfor Computational Linguistics, EACL 2023 - Student Research Workshop, SRW 2023, Dubrovnik, Croatia, 2 - 04 May 2023, pp.14-25 Creative Commons License identifier

Towards Automatic Grammatical Error Type Classification for Turkish

17th Conference of the European Chapter of the Associationfor Computational Linguistics, EACL 2023 - Student Research Workshop, SRW 2023, Dubrovnik, Croatia, 2 - 04 May 2023, pp.134-142 identifier

Long Form Question Answering Dataset Creation for Business Use Cases using Noise-Added Siamese-BERT

Proceedings of the 14th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, Valletta, Malta, 24 - 27 October 2022

The Impact of Pre-trained Language Models on Turkish Semantic Role Labelling

Signal Processing and Communications Applications Conference, Safranbolu, Turkey, 15 - 19 May 2022 identifier

AMR Alignment for Morphologically-rich and Pro-drop Languages

60th Annual Meeting of the Association-for-Computational-Linguistics (ACL), Dublin, Ireland, 22 - 27 May 2022, pp.143-152 identifier identifier

Towards a Multilingual Platform for Gamified Morphology Learning

7th International Conference on Computer Science and Engineering, UBMK 2022, Diyarbakır, Turkey, 14 - 16 September 2022, pp.222-227 identifier

Classifying Turkish Trade Registry Gazette Announcements

7th International Conference on Computer Science and Engineering, UBMK 2022, Diyarbakır, Turkey, 14 - 16 September 2022, pp.204-209 identifier

Evaluation of wizard-of-Oz and self-play data collection techniques for turkish goal-oriented dialogue agents

2021 International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2021, Kocaeli, Turkey, 25 - 27 August 2021 identifier

Development of Goal-Oriented Dialogue Systems for Customer Services in Automotive Industry

International Conference on INnovations in Intelligent SysTems and Applications (INISTA), Kocaeli, Turkey, 25 August 2021 identifier

Substituto-A Synchronous Educational Language Game for Simultaneous Teaching and Crowdsourcing

Proceedings of the 9th Workshop on NLP for Computer Assisted Language Learning, Sweden, 22 - 25 November 2020

Preliminary Investigation on Using Semi-Supervised Contextual Word Sense Disambiguation for Data Augmentation

5th International Conference on Computer Science and Engineering (UBMK), Diyarbakır, Turkey, 9 - 11 September 2020, pp.337-342 Sustainable Development identifier identifier

A Semi-Automatic Annotation Interface for Named Entity and Relation Annotation on Document Images

2019 4th International Conference on Computer Science and Engineering (UBMK), Samsun, Turkey, Turkey, 11 - 15 September 2019 identifier identifier

Extracting Complex Relations from Banking Documents

Proceedings of the Second Workshop on Economics and Natural Language Processing, Hong Kong, China, 3 - 07 November 2019

Towards Turkish Abstract Meaning Representation

57th Annual Meeting of the Association-for-Computational-Linguistics (ACL), Florence, Italy, 28 July - 02 August 2019, pp.43-47 identifier identifier

Detecting code-switching between Turkish-English language pair

Proceedings of the 2018 EMNLP Workshop W-NUT: The 4th Workshop on Noisy User-generated Text, brüksel, Belgium, 31 October - 04 November 2018, pp.110-115 identifier

Turkish Coreference Resolution

IEEE (SMC) International Conference on Innovations in Intelligent Systems and Applications (INISTA), Thessaloniki, Greece, 3 - 05 July 2018 identifier

SemEval 2016 Task 5 Aspect Based Sentiment Analysis

10th International Workshop on Semantic Evaluation (SemEval-2016), San Diego, United States Of America, 16 - 17 June 2016, pp.19-30

IMST A revisited Turkish dependency treebank

International Conference on Intelligent Text Processing and Computational Linguistics CICLING 2016 at TURCLING workshop, Konya, Turkey, 3 - 09 April 2016, pp.1-6

Exploring Spelling Correction Approaches for Turkish

Proceedings of The First International Conference on Turkic Computational Linguistics TurCLing 2016 In conjunction with CICLing 2016, the 17th International Conference on Intelligent Text Processing and Computational Linguistics, Konya, Turkey, 25 - 30 April 2016, pp.7-11

Simplification of Turkish Sentences

Proceedings of The First International Conference on Turkic Computational Linguistics TurCLing 2016 In conjunction with CICLing 2016, the 17th International Conference on Intelligent Text Processing and Computational Linguistics, Konya, Turkey, 25 - 30 April 2016, pp.55-59

A revisited Turkish Dependency Treebank

The 1st International Conference on Turkic Computational Linguistics (TurCLing), Konya, Turkey, 3 - 09 April 2016, pp.1-6

Turkish Natural Language Processing and ITU Turkish NLP Pipeline

Workshop on Natural Language Processing Tools Universal Dependencies Implementation for Turkish, Uppsala, Sweden, 26 - 27 November 2015

Natural Language Processing and Electronic Dictionaries

II. International Lexicography Symposium: Electronic Dictionaries, İstanbul, Turkey, 3 - 04 November 2015

The Annotation Process of the ITU Web Treebank

The 9th Linguistic Annotation Workshop at NACCL, Colorada, United States Of America, 25 - 30 May 2015, pp.1-5

Parsing Web2 0 Language and Sentiment Analysis The case of Turkish

Emotionand Sentiment in Social and Expressive Media: opportunities and challenges for emotion-aware multi agent systems ESSEM@AAMAS 2015, İstanbul, Turkey, 05 May 2015

Türk İsaret dili sözlüklerinin Çevrimiçi ortamda birleştirilmesi Çalışmaları

In Proceedings of the 29th Turkish National Linguistics Conference, Kocaeli, Turkey, 1 - 02 May 2015, pp.155-161

Vowel and Diacritic Restoration for Social Media Texts

n 5th Workshop on Language Analysis for Social Media (LASM) at EACL, Gothenburg, Sweden, 1 - 02 April 2015

ITU Turkish Natural Language Processing Studies 2000 2014

The International Conference on Turkic Language Processing, İstanbul, Turkey, 07 November 2014

ITU Validation Set for Metu-Sabanc Turkish Treebank

Proceedings of the TURKLANG'14 International Conference on Turkic Language Processing, Konya, Turkey, 6 - 07 November 2014, pp.103-106

A Cascaded Approach for Social Media Text Normalization of Turkish

European Chapter of the Association for Computational Linguistics, Göteburg, Sweden, 25 - 30 April 2014, pp.1-5

Named Entity Recognition on Real Data: A Preliminary Investigation for Turkish

7th International Conference on Application of Information and Communication Technologies (AICT), Baku, Azerbaijan, 23 - 25 October 2013, pp.154-158 identifier

Representation of Morphosyntactic Units and Coordination Structures in the Turkish Dependency Treebank

In Proceedings of the SPMRL 2013 (4th Workshop on Statistical Parsing of Morphologically Rich Languages), EMNLP 2013, Seattle, United States Of America, 18 - 21 October 2013

TURKSENT A Sentiment Annotation Tool for Social Media

In Proceedings of the 7th Linguistic Annotation Workshop Interoperability with Discourse, Sofya, Bulgaria, 4 - 09 August 2013, pp.131-134 identifier

Disambiguating Main POS tags for Turkish

In Proceedings of the 24th Conference on Computational Linguistics and Speech Processing (ROCLING 2012), Chungli, Taiwan, 21 - 22 September 2012, pp.202-2013 identifier

Word Alignment for English-Turkish Language Pair

8th International Conference on Language Resources and Evaluation (LREC), İstanbul, Turkey, 21 - 27 May 2012, pp.2177-2180 identifier

The Impact of Automatic Morphological Analysis & Disambiguation on Dependency Parsing of Turkish

8th International Conference on Language Resources and Evaluation (LREC), İstanbul, Turkey, 21 - 27 May 2012, pp.1960-1965 identifier

The Impact of Automatic Morphological Analysis & Disambiguation on Dependency Parsing of Turkish.

In Proceedings of the Eighth International Conference on Language Resources and Evaluation, LREC 2012, İstanbul, Turkey, 23 - 25 May 2012

Multiword Expressions in Statistical Dependency Parsing

In Proceedings of the Workshop on Statistical Parsing of Morphologically-Rich Languages SPRML at IWPT (12th International Conference on Parsing Technologies), Dublin, Ireland, 5 - 07 October 2011, pp.45-55 identifier

Natural Language Processing Morphological Analysis

Koç Üniversitesi Bilgisayar Mühendisliği Seminerleri, İstanbul, Turkey, 23 February 2010

Single malt or blended a study in multilingual parser optimization

In Proceedings of the 11th Conference on Computational Natural Language Learning (CoNLL-XI), Prague, Czech Republic, 28 - 30 June 2007, pp.933-939 identifier

ITU Treebank Annotation Tool

In Proceedings of the Linguistic Annotation Workshop at ACL 2007, Prague, Czech Republic, 24 - 30 June 2007, pp.117-120 identifier

The incremental use of morphological information and lexicalization in data-driven dependency parsing

21st International Conference on Computer Processing of Oriental Languages (ICCPOL 2006), Singapore, Singapore, 17 - 19 December 2006, vol.4285, pp.498-500 identifier

Türkçe cümlelerin kural tabanlı bağlılık analizi

In Proceedings of the 15th Turkish Symposium on Artificial Intelligence and Neural Networks, İstanbul, Turkey, 21 - 24 June 2006, pp.17-24

Labeled pseudo projective dependency parsing with support vector machines

In Proceedings of the 10th Conference on Computational Natural Language Learning (CoNLL-X), New York, United States Of America, 8 - 09 June 2006, pp.221-225

Turkish Dependency Parsing

Boğaziçi Üniversitesi Bilgisayar Mühendisliği Seminerleri, İstanbul, Turkey, 24 April 2007 - 24 May 2006

Dependency Parsing of Turkish

Minisymposium Computational aspects of building an annotated Swedish-Turkish parallel corpus, Uppsala, Sweden, 4 - 05 May 2006

Statistical dependency parsing of Turkish

In Proceedings of the 11th Conference of the European Chapter of the Association for Computational Linguistics (EACL), Trento, Italy, 3 - 07 April 2006, pp.89-96 identifier

Improvements to penalty based evolutionary algorithms for the multi dimensional knapsack problem

In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO), Washington, Kiribati, 22 - 29 June 2005, pp.1257-1264 identifier

A comparison of support vector machines memory based and naïve bayes techniques on spam recognition

In Proceedings of the International Conference on Artificial Intelligence and Applications, Innsbruck, Austria, 14 - 16 February 2005, pp.457-462

An affix stripping morphological analyzer for Turkish

IASTED International Conference on Artificial Intelligence and Applications, Innsbruck, Austria, 16 - 18 February 2004, pp.299-304 identifier

Probabilistic Turkish Word Root Generation

The 3rd Asia Pacific International Symposium on Information Technology (APIS), İstanbul, Turkey, 13 - 14 January 2004

An adaptive mutation scheme in genetic algorithms forfastening the convergence to the optimum

In Proceedings of the 3rd Asia Pacific International Symposium on Information Technology, İstanbul, Turkey, 13 - 14 January 2004, pp.461-465

A graphical interface and a data filtering scheme for joint theater level simulation

In Proceedings of the RTA/MSG Conference on C3I and Modelling and Simulation Interoperability, Antalya, Turkey, 9 - 10 October 2003, pp.71-79

Synthetic Turkish Word Root Generation

Proceedings of the Turkish Artificial Intelligence and Neural Networks (TAINN), Çanakkale, Turkey, 2 - 04 July 2003

Sentetik Türkçe sözcük kökleri üretimi

In Proceedings of the 12th Turkish Symposium on Artificial Intelligence and Neural Networks, Çanakkale, Turkey, 2 - 04 July 2003, pp.133-136

Sözlüksüz köke ulaşma yöntemi

In Proceedings of the 19th TBD Bilişim Kurultayi, İstanbul, Turkey, 3 - 06 September 2002, pp.155-160

Conversion of number expressions within noisy text into numerical representation

25. Sinyal İşleme ve İletişim Uygulamaları Kurultayı SIU, Antalya, Turkey, 25 - 30 May 0017, pp.1-5

Universal dependencies for Turkish

In Proceedings of the 26th International Conference on Computational Linguistics (COLING 16), Osaka, Japan, 15 - 20 December 0016, pp.1-5

TGB at SemEval-2016 task 5: Multi-lingual constraint system for aspect based sentiment analysis

In Proceedings of the 10th international workshop on semantic evaluation (SemEval 2016) collocated event with NAACL 2016, San Diego, United States Of America, 15 - 20 December 0016, pp.1-5

Comprehensive annotation of multiword expressions for Turkish

The First International Conference on Turkic Computational Linguistics at CICLING 2016, Konya, Turkey, 25 - 30 April 0016, pp.60-66

Transition-based Dependency DAG Parsing Using Dynamic Oracles

ACL-IJCNLP SRW 2015, Beijing, China, 15 - 20 July 0015, pp.1-5

Using Finite State Transducers for Helping Foreign Language Learning

ACL-IJCNLP NLP-TEA2, Beijing, China, 15 - 20 July 0015, pp.1-5

Annotation and Extraction of Multiword Expressions in Turkish Treebanks

The 11th Workshop on Multiword Expressions at NACCL, Colorada, United States Of America, 25 - 30 May 0015, pp.1-5

ITU Turkish NLP Web Interface

In Proceedings of the Demonstrations at the 14th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2014), Gothenburg, Sweden, 15 - 20 April 0014, pp.1-5

Redefinition of Turkish Morphology Using Flag Diacritics

In Proceedings of the Tenth Symposium on Natural Language Processing (SNLP-2013), Phuket, Thailand, 15 - 20 October 0013, pp.1-5

Initial explorations on using CRFs for Turkish Named Entity Recognition

In Proceedings of the 24th International Conference on Computational Linguistics, COLING 2012, Mumbai, India, 8 - 15 December 0012, pp.1-5

Books & Book Chapters

Statistical MWE-awareparsing

in: Representation and parsing of multiword expressions: Current trends, Yannick Parmentier, Jakub Waszczuk, Editor, Language Science Press, Berlin, pp.147-182, 2019

Dependency Parsing of Turkish

in: Studies in Turkish Language Processing, Kemal Oflazer, Murat Saraçlar, Editor, Springer International Publishing, pp.133-151, 2018

PARSEME multilingual corpus of verbal multiword expressions

in: Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop, Stella Markantonatou, Carlos Ramisch, Agata Savary, Veronika Vincze, Editor, Language Science Press, Berlin, pp.87-148, 2018

Turkish Treebank

in: Studies in Turkish Language Processing, Kemal Oflazer, Murat Saraçlar, Editor, Springer International Publishing, pp.273-289, 2018

Performance Analysis of Näive Bayes Classification , Support Vector Machines and Neural Networks For Spam Categorization

in: Applied Soft Computing Technologies The Challenge of Complexity, Ajith Abraham, Bernard de Baets, Mario Köppen, Bertram Nickolay, Editor, Springer Berlin Heidelberg, Berlin, pp.495-504, 2006

A Gene Based Adaptive Mutation Strategy for Genetic Algorithms

in: Gecco 2004 Lecture Notes in Computer Science Volume 3103, Kalyanmoy Deb, Editor, Springer-Verlag, pp.271-281, 2004

Metrics

Publication

106

Citation (WoS)

177

H-Index (WoS)

8

Citation (Scopus)

978

H-Index (Scopus)

12

Project

14

Thesis Advisory

7

Open Access

2
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