Publications

By Year

38 results
2019
[38]Normalizing Non-canonical Turkish Texts Using Machine Translation Approaches ( and ), In 2019 ACL Student Research Workshop, . [bibtex]
[37]Morpheus: A Neural Network for Jointly Learning Contextual Lemmatization and Morphological Tagging ( and ), In Proceedings of the 16th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology, . [bibtex]
2018
[36]Machine translation between turkic languages ( and ), Chapter in Turkish Natural Language Processing (Kemal Oflazer, Murat Saraçlarpages=237–254, eds.), Springer, . [bibtex]
[35]Turkish named entity recognition with deep learning ( and ), In 2018 26th Signal Processing and Communications Applications Conference (SIU), . [bibtex]
2016
[34] Exploring feature sets for Turkish word sense disambiguation (, and ), In Turkish Journal Of Electrical Engineering & Computer Sciences , volume 24, . [bibtex] [pdf]
2015
[33]İTÜ/Bilgi Ekranı (, and ), In XVII. Akademik Bilişim Konferansı (AB2015), . [bibtex]
2014
[32]İstatiksel Bilgisayarlı Çeviride Paralel Derlemin Büyüklüğünün ve Kalitesinin Etkileri ( and ), In Akıllı Sistemlerde Yenilikler ve Uygulamaları (ASYU-2014), . [bibtex]
[31]The Effect Of Parallel Corpus Quality vs Size In English-To-Turkish SMT (, and ), In The Fourth International Conference on Computer Science, Engineering and Applications (ICCSEA), . [bibtex]
[30]Evaluation of Domain Adaptation Approaches to Improve The Translation Quality ( and ), In The 6th International Conference on Computational Collective Intelligence Technologies and Applications (ICCCI), . [bibtex]
[29] A Rule Based Noun Phrase Chunker For Turkish ( and ), In Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi, volume 7, . [bibtex] [pdf]
[28]Machine Learning Based Ticket Classification In Issue Tracking Systems ( and ), In The 2nd International Conference on Artificial Intelligence and Computer Science (AICS), . [bibtex]
[27]Sentiment Analysis in Turkish Media ( and ), In Workshop on Issues of Sentiment Discovery and Opinion Mining, International Conference on Machine Learning (ICML), . [bibtex]
2013
[26]A Comparative Study to Determine the Effective Window Size of Turkish Word Sense Disambiguation Systems (, and ), In The 28th International Symposium on Computer and Information Sciences (ISCIS), . [bibtex]
[25]The feasibility analysis of re-ranking for N-best lists on English-Turkish machine translation ( and ), In IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA), . [bibtex]
2012
[24] Text Classification (), In Türkiye Bilişim Vakfı Bilgisayar Bilimleri Dergisi, volume 5, . [bibtex] [pdf]
[23]Building up Lexical Sample Dataset for Turkish Word Sense Disambiguation (, and ), In International Symposium on Innovations in Intelligent Systems and Applications (INISTA2012), . [bibtex]
[22]Evaluation of Sentence Alignment Methods for English-Turkish Parallel Texts ( and ), In First Workshop on Language Resources and Technologies for Turkic Languages (LREC2012) (Demir, Şeniz, El-Kahlout, İlknur Durgar, Doğan, Mehmet Uğur, eds.), . [bibtex]
[21]The impact of collocational features in Turkish Word Sense Disambiguation (, and ), In IEEE 16th International Conference on Intelligent Engineering Systems (INES2012), IEEE, . [bibtex]
2010
[20]Morphological disambiguation rules for Uyghur language (, and ), In IEEE International Conference on Software Engineering and Service Sciences (ICSESS), . [bibtex]
[19] Document Categorization with Modified Statistical Language Models for Agglutinative Languages (), In International Journal of Computational Intelligence Systems, volume 3, . [bibtex] [pdf]
[18] A probabilistic mobile text entry system for agglutinative languages (), In IEEE Transactions on Consumer Electronics, volume 56, . [bibtex] [pdf]
2009
[17] Rule Based Analysis of the Uyghur Nouns (, and ), In International Journal of Asian Language Processing, volume 19, . [bibtex] [pdf]
[16]Computational Comparison of the Uyghur and Turkish Grammar (, and ), In IEEE International Conference On Computer Science and Information Technology (ICCSIT 2009), . [bibtex]
[15]Rule Based Tagging of the Uyghur Verbs (, and ), In The 4th International Conference on Intelligent Computing and Information Systems, . [bibtex]
2008
[14]BLEU+: a Tool for Fine-Grained BLEU Computation (, and ), In The International Conference on Language Resources (LREC2008), . [bibtex]
[13]Uygur Dili ve Makineli Çeviri (, and ), In Akademik Bilişim (AB-2008), . [bibtex]
[12]Machine translation from Turkmen language to Turkish ( and ), In İTÜ Dergisi (D), volume 7, . [bibtex]
2007
[11]A MT System From Turkmen to Turkish Employing Finite State And Statistical Methods (, and ), In MT Summit XI, . [bibtex]
[10]Machine Translation between Turkic Languages (, and ), In The 53rd Annual Meeting of the Association for Computational Linguistics (ACL), . [bibtex]
2006
[9]Lexical Ambiguity Resolution for Turkish in Direct Transfer Machine Translation Models (, and ), In Lecture Notes in Computer Science, Volume 4263, Springer, . [bibtex]
[8]A Prototype Machine Translation System Between Turkmen and Turkish (, and ), In Fifteenth Turkish Symposium on Artificial Intelligence and Neural Networks, TAINN, . [bibtex]
[7]Computer Analysis of the Turkmen Language Morphology (, and ), In FinTAL, Lecture Notes in Computer Science, Springer, volume 4139, . [bibtex]
[6] Yaramaz E-Postaların Süzülmesinde, Karar Destek Makineleri, Naive Bayes ve Bellek Tabanlı Öğrenme Yöntemlerinin Karşılaştırılması (, and ), In Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi, volume 1, . [bibtex] [pdf]
[5]Performance Analysis of Näive Bayes Classification , Support Vector Machines and Neural Networks For Spam Categorization ( and ), Chapter in (Abraham, A., de Baets, B., Koeppen, M., Nickolay, B., eds.), Springer Berlin Heidelberg, . [bibtex]
2005
[4]A comparison of support vector machines, memory-based and naive bayes techniques on spam recognition ( and ), In , Citeseer, . [bibtex]
2004
[3]Probabilistic Turkish Word Root Generation ( and ), In The 3rd Asia Pacific International Symposium on Information Technology (APIS), . [bibtex]
2003
[2]Synthetic Turkish Word Root Generation (, and ), In Turkish Artificial Intelligence and Neural Networks (TAINN), . [bibtex]
2002
[1]Fast K-Means Clustering ( and ), In Bilişim Zirvesi, . [bibtex]

By Type

Book Chapters
2 results
2018
[2]Machine translation between turkic languages ( and ), Chapter in Turkish Natural Language Processing (Kemal Oflazer, Murat Saraçlarpages=237–254, eds.), Springer, . [bibtex]
2006
[1]Performance Analysis of Näive Bayes Classification , Support Vector Machines and Neural Networks For Spam Categorization ( and ), Chapter in (Abraham, A., de Baets, B., Koeppen, M., Nickolay, B., eds.), Springer Berlin Heidelberg, . [bibtex]
Refereed Articles
8 results
2016
[8] Exploring feature sets for Turkish word sense disambiguation (, and ), In Turkish Journal Of Electrical Engineering & Computer Sciences , volume 24, . [bibtex] [pdf]
2014
[7] A Rule Based Noun Phrase Chunker For Turkish ( and ), In Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi, volume 7, . [bibtex] [pdf]
2012
[6] Text Classification (), In Türkiye Bilişim Vakfı Bilgisayar Bilimleri Dergisi, volume 5, . [bibtex] [pdf]
2010
[5] Document Categorization with Modified Statistical Language Models for Agglutinative Languages (), In International Journal of Computational Intelligence Systems, volume 3, . [bibtex] [pdf]
[4] A probabilistic mobile text entry system for agglutinative languages (), In IEEE Transactions on Consumer Electronics, volume 56, . [bibtex] [pdf]
2009
[3] Rule Based Analysis of the Uyghur Nouns (, and ), In International Journal of Asian Language Processing, volume 19, . [bibtex] [pdf]
2008
[2]Machine translation from Turkmen language to Turkish ( and ), In İTÜ Dergisi (D), volume 7, . [bibtex]
2006
[1] Yaramaz E-Postaların Süzülmesinde, Karar Destek Makineleri, Naive Bayes ve Bellek Tabanlı Öğrenme Yöntemlerinin Karşılaştırılması (, and ), In Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi, volume 1, . [bibtex] [pdf]
Refereed Conference Papers
24 results
2018
[24]Turkish named entity recognition with deep learning ( and ), In 2018 26th Signal Processing and Communications Applications Conference (SIU), . [bibtex]
2015
[23]İTÜ/Bilgi Ekranı (, and ), In XVII. Akademik Bilişim Konferansı (AB2015), . [bibtex]
2014
[22]İstatiksel Bilgisayarlı Çeviride Paralel Derlemin Büyüklüğünün ve Kalitesinin Etkileri ( and ), In Akıllı Sistemlerde Yenilikler ve Uygulamaları (ASYU-2014), . [bibtex]
[21]The Effect Of Parallel Corpus Quality vs Size In English-To-Turkish SMT (, and ), In The Fourth International Conference on Computer Science, Engineering and Applications (ICCSEA), . [bibtex]
[20]Evaluation of Domain Adaptation Approaches to Improve The Translation Quality ( and ), In The 6th International Conference on Computational Collective Intelligence Technologies and Applications (ICCCI), . [bibtex]
[19]Machine Learning Based Ticket Classification In Issue Tracking Systems ( and ), In The 2nd International Conference on Artificial Intelligence and Computer Science (AICS), . [bibtex]
2013
[18]A Comparative Study to Determine the Effective Window Size of Turkish Word Sense Disambiguation Systems (, and ), In The 28th International Symposium on Computer and Information Sciences (ISCIS), . [bibtex]
[17]The feasibility analysis of re-ranking for N-best lists on English-Turkish machine translation ( and ), In IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA), . [bibtex]
2012
[16]Building up Lexical Sample Dataset for Turkish Word Sense Disambiguation (, and ), In International Symposium on Innovations in Intelligent Systems and Applications (INISTA2012), . [bibtex]
[15]The impact of collocational features in Turkish Word Sense Disambiguation (, and ), In IEEE 16th International Conference on Intelligent Engineering Systems (INES2012), IEEE, . [bibtex]
2010
[14]Morphological disambiguation rules for Uyghur language (, and ), In IEEE International Conference on Software Engineering and Service Sciences (ICSESS), . [bibtex]
2009
[13]Computational Comparison of the Uyghur and Turkish Grammar (, and ), In IEEE International Conference On Computer Science and Information Technology (ICCSIT 2009), . [bibtex]
[12]Rule Based Tagging of the Uyghur Verbs (, and ), In The 4th International Conference on Intelligent Computing and Information Systems, . [bibtex]
2008
[11]BLEU+: a Tool for Fine-Grained BLEU Computation (, and ), In The International Conference on Language Resources (LREC2008), . [bibtex]
[10]Uygur Dili ve Makineli Çeviri (, and ), In Akademik Bilişim (AB-2008), . [bibtex]
2007
[9]A MT System From Turkmen to Turkish Employing Finite State And Statistical Methods (, and ), In MT Summit XI, . [bibtex]
[8]Machine Translation between Turkic Languages (, and ), In The 53rd Annual Meeting of the Association for Computational Linguistics (ACL), . [bibtex]
2006
[7]Lexical Ambiguity Resolution for Turkish in Direct Transfer Machine Translation Models (, and ), In Lecture Notes in Computer Science, Volume 4263, Springer, . [bibtex]
[6]A Prototype Machine Translation System Between Turkmen and Turkish (, and ), In Fifteenth Turkish Symposium on Artificial Intelligence and Neural Networks, TAINN, . [bibtex]
[5]Computer Analysis of the Turkmen Language Morphology (, and ), In FinTAL, Lecture Notes in Computer Science, Springer, volume 4139, . [bibtex]
2005
[4]A comparison of support vector machines, memory-based and naive bayes techniques on spam recognition ( and ), In , Citeseer, . [bibtex]
2004
[3]Probabilistic Turkish Word Root Generation ( and ), In The 3rd Asia Pacific International Symposium on Information Technology (APIS), . [bibtex]
2003
[2]Synthetic Turkish Word Root Generation (, and ), In Turkish Artificial Intelligence and Neural Networks (TAINN), . [bibtex]
2002
[1]Fast K-Means Clustering ( and ), In Bilişim Zirvesi, . [bibtex]
Refereed Workshop Papers
4 results
2019
[4]Normalizing Non-canonical Turkish Texts Using Machine Translation Approaches ( and ), In 2019 ACL Student Research Workshop, . [bibtex]
[3]Morpheus: A Neural Network for Jointly Learning Contextual Lemmatization and Morphological Tagging ( and ), In Proceedings of the 16th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology, . [bibtex]
2014
[2]Sentiment Analysis in Turkish Media ( and ), In Workshop on Issues of Sentiment Discovery and Opinion Mining, International Conference on Machine Learning (ICML), . [bibtex]
2012
[1]Evaluation of Sentence Alignment Methods for English-Turkish Parallel Texts ( and ), In First Workshop on Language Resources and Technologies for Turkic Languages (LREC2012) (Demir, Şeniz, El-Kahlout, İlknur Durgar, Doğan, Mehmet Uğur, eds.), . [bibtex]
Address

Istanbul Technical University
Faculty of Computer and Informatics Engineering

Ayazaga Campus, 34469, Maslak
Sariyer, Istanbul, Turkey

+90 (212) 285 35 01

tantug@itu.edu.tr

Contact Me

Click to open a larger map

Social Profiles
Copyright © 2016 www.tantug.com