Publications

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