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Journal Papers
- Yirmibeşoğlu, Z. and Güngör, T., Morphologically
Motivated Input Variations and Data Augmentation in Turkish-English Neural
Machine Translation, Transactions on Asian and Low-Resource Language
Information Processing, Vol.22(3), No:92, p.1-31, 2023.
- Gedik, E. and Güngör, T., Solving
Turkish Math Word Problems by Sequence-to-sequence Encoder-decoder Models,
Turkish Journal of Electrical Engineering and Computer Sciences, Vol.31(2),
p.431-447, 2023.
- Özateş, Ş.B., Özgür, A., Güngör, T. and Başaran, B.Ö., A Hybrid
Deep Dependency Parsing Approach Enhanced with Rules and Morphology: A Case
Study for Turkish, IEEE Access, Vol.10, p.93867-93886,
2022.
- Baykara, B. and Güngör, T., Turkish Abstractive Text Summarization using
Pretrained Sequence-to-Sequence Models, Natural
Language Engineering, Vol.xx(x), p.xxx-xxx, 2022. (in
press)
- Baykara, B. and Güngör, T., Abstractive Text Summarization and New
Large-scale Datasets for Agglutinative Languages Turkish and Hungarian, Language Resources and Evaluation, Vol.56(3),
p.973-1007, 2022.
- Yayık, A., Aybar, V., Apik,
H., İçöz, S., Bakar, B. and Güngör, T., Deep
Learning-Aided Automated Personal Data Discovery and Profiling, Turkish
Journal of Electrical Engineering and Computer Sciences, Vol.30(1), p.167-183,
2022.
- Türk, U., Atmaca, F., Özateş, Ş.B., Berk, G., Bedir, S.T., Köksal,
A., Öztürk, B., Güngör, T. and Özgür, A., Resources for Turkish Dependency
Parsing: Introducing the BOUN Treebank and the BoAT Annotation Tool, Language Resources and Evaluation, Vol.56(1),
p.259-307, 2022.
- Aydın, C.R. and Güngör, T., Sentiment Analysis in Turkish: Supervised,
Semi-supervised, and Unsupervised Techniques, Natural Language Engineering, Vol.27(4), 2021, p.455-483.
- Güngör, O., Güngör, T. and Üsküdarlı, S., EXSEQREG:
Explaining Sequence-based NLP Tasks with Regions with a Case Study Using
Morphological Features for Named Entity Recognition, Plos One, Vol.15(12), 2020, p.1-29.
- Aydın, C.R. and Güngör, T., Combination
of Recursive and Recurrent Neural Networks for Aspect-Based Sentiment Analysis
Using Inter-Aspect Relations, IEEE Access, Vol.8, 2020, p.77820-77832.
- Güngör, O., Üsküdarlı, S. and Güngör, T., The Effect of Morphology
in Named Entity Recognition with Sequence to Sequence Tagging, Natural Language Engineering, Vol.25(1), 2019,
p.147-169.
- Derici, C., Aydın, Y., Yenialaca, Ç., Aydın, N.Y., Kartal, G.,
Özgür, A. and Güngör, T., A Closed-domain Question Answering Framework using Reliable Resources to
Assist Students, Natural Language Engineering,
Vol.24(5), 2018, p.725-762.
- Kavak, P., Lin, Y.Y., Numanagic, I., Asghari, H., Güngör, T., Alkan, C. and
Hach, F., Discovery
and Genotyping of Novel Sequence Insertions in Many Sequenced Individuals,
Bioinformatics, Vol.33, 2017, p.i161-i169.
- Kavak, P., Yüksel, B., Aksu, S.,
Külekçi, O., Güngör, T., Hach, F., Şahinalp, S.C., Alkan, C. and
Sağıroğlu, M.Ş., Robustness
of Massively Parallel Sequencing Platforms, PLOS One, 10(9):e0138259.
doi:10.1371/journal.pone.0138259, 2015.
- Pembe, F.C. and Güngör, T., A Tree-based Learning Approach for Document
Structure Analysis and its Application to Web Search, Natural Language
Engineering, Vol.21(4), 2015, p.569-605.
- Alkan, C., Kavak, P., Somel, M.,
Gökcümen, Ö., Uğurlu, S., Saygı, C., Dal, E., Buğra, K., Güngör,
T., Şahinalp, S.C., Özören, N. and Bekpen, C., Whole
Genome Sequencing of Turkish Genomes Reveals Functional Private Alleles and
Impact of Genetic Interactions with Europe, Asia and Africa, BMC
Genomics, Vol.15(963), 2014.
- Taşcı, Ş. and
Güngör, T., Comparison
of Text Feature Selection Policies and Using an Adaptive Framework, Expert
Systems with Applications, Vol.40, 2013, p.4871-4886.
- Takci, H. and Güngör, T., A
High Performance Centroid-based Classification Approach for Language
Identification, Pattern Recognition Letters, Vol.33(16),
2012, p.2077-2084.
- Sak, H., Saraçlar, M. and Güngör, T., Morpholexical
and Discriminative Language Models for Turkish Automatic Speech Recognition,
IEEE Transactions onn Audio, Speech and Language Processing, Vol.20(8), 2012,
p.2341-2351.
- Özgür, L. and Güngör, T., Optimization
of Dependency and Pruning Usage in Text Classification, Pattern Analysis
and Applications, Vol.15, 2012, p.45-58.
- Sak, H., Güngör, T. and Saraçlar, M., Resources
for Turkish Morphological Processing, Journal of Language Resources and
Evaluation, Vol.45, 2011, p.249-261.
- Özgür, L. and Güngör, T., Text
Classification with the Support of Pruned Dependency Patterns, Pattern
Recognition Letters, Vol.31, 2010, p.1598-1607.
- Pembe, F.C. and Güngör, T., Structure-Preserving
and Query-Biased Document Summarisation for Web Searching, Online
Information Review, Vol.33(4), 2009, p.696-719.
- Meral, H.M., Sankur, B., Özsoy, S., Güngör, T. and Sevinç, E., Natural
Language Watermarking via Morphosyntactic Alterations, Computer Speech and
Language, Vol.23(1), 2009, p.107-125.
- Çiltik, A. and Güngör, T, Time-Efficient
Spam E-mail Filtering Using N-gram Models, Pattern Recognition
Letters,Vol.29(1), 2008, p.19-33.
- Pembe, F.C. and Güngör, T, An
Evaluation of Structure-Preserving and Query-Biased Summaries in Web Search
Tasks, Computer Engineering, Vol.1(2), 2007, p.62-66.
- Güngör, O. and Güngör, T, Turkce
icin Bilgisayarla Islenebilir Sözlük Kullanarak Kavramlar Arasindaki
Iliskilerin Belirlenmesi, Bilgisayar Bilimleri ve Mühendisligi, TBV Pub.,
2007.
- Altunyurt, L., Orhan, Z. and Güngör, T., Towards
Combining Rule-Based and Statistical Part of Speech Tagging in
AgglutinativeLanguages, Computer Engineering, Vol.1(1), 2007, p.66-69.
- Sak, H., Güngör, T. and Safkan, Y., A
Corpus-Based Concatenative Speech Synthesis System for Turkish, Turkish
Journal of Electrical Engineering and Computer Sciences, Vol.14(2), p.209-223,
2006. [A sample of sentences
synthesized by the system]
- Özgür, L., Güngör, T. and Gürgen, F., Adaptive
Anti-Spam Filtering for Agglutinative Languages: A Special Case for Turkish,Pattern
Recognition Letters, Vol.25(16), 2004, p.1819-1831.
- Kuru, S. and Güngör, T., Sign Analysis Technique for Predicting System
Behaviour, International Journal of Intelligent Systems, Vol.7, 1992,p.419-444.
Conference Papers
- Erkaya, E. and Güngör, T., Türkçe
Dili için Kelime Bölme Yaklaşımlarının İncelenmesi
(Analysis of Subword Tokenization Approaches for Turkish Language), 31st IEEE
Sinyal İşleme ve İletişim Uygulamaları Kurultayı
(SIU), July 2023, İstanbul, Turkey.
- Baykara, B. and Güngör, T., Morphosyntactic
Evaluation for Text Summarization in Morphologically Rich Languages: A Case
Study for Turkish, 28th International Conference on Natural Language and
Information Systems (NLDB), June 2023, Derby.
- Yirmibeşoğlu, Z. , Dursun, O., Dallı, H., Şahin, M.,
Hodzik, E., Gürses, S. and Güngör, T., Incorporating
Human Translator Style into English-Turkish Literary Machine Translation,
24th Annual Conference of the European Association of Machine Translation
(EAMT), June 2023, Tampere, Finland.
- Üsküdarlı, S., Şen, M., Akkurt, F., Gürbüz, M., Güngör, O., Özgür,
A. and Güngör, T., TULAP
- An Accessible and Sustainable Platform for Turkish Natural Language
Processing Resources, 17th Conference of the European Chapter of the
Association for Computational Linguistics (EACL), System Demonstrations, May
2023, p.219-227, Dubrovnik, ACL.
- Savary, A., Ben Khelil, C., Ramisch, C., Giouli, V., Barbu Mititelu, V., Hadj
Mohamed, N., Krstev, C., Liebeskind, C., Xu, H., Stymne, S., Gungor, T.,
Pickard, T., Guillaume, B., Bejvcek, E., Bhatia, A., Candito, M., Gantar, P.,
Inurrieta, U., Gatt, A., Kovalevskaite, J., Lichte, T., Ljubevsic, N., Monti, J.,
Parra Escartin, C., Shamsfard, M., Stoyanova, I., Vincze, V. and Walsh, A., PARSEME Corpus Release 1.3,
Workshop on Multiword Expressions (MWE 2023), May 2023, p.24-35, Dubrovnik,
ACL.
- Şahin, M., Hodzik, E., Gürses, S., Güngör, T., Dallı, H., Dursun,
O. and Yirmibeşoğlu, Z., Style in
Literary Machine Translation, Stylistic Border Crossings in and beyond
Translation, March 2023. (online)
- Şahin, M., Güngör, T., Hodzik, E., Gürses, S., Yirmibeşoğlu,
Z., Dallı, H. and Dursun, O., Literary
Machine Translation to Produce Translations that Reflect Translators’ Style,
Literary Translation and AI: Assessing Changes in Translation Theory, Practice
and Creativity, October 2022, Paris.
- Karaevli, H.A. and Güngör, T., Enhancing
Relation Extraction by Using Shortest Dependency Paths Between Entities with
Pre-trained Language Models, International
Symposium on Innovations in Intelligent Systems and Applications (INISTA 2022), IEEE, August 2022, Biarritz, France. (online)
- Özateş, Ş.B., Özgür, A.,
Güngör, T. and Çetinoğlu, Ö., Improving
Code-Switching Dependency Parsing with Semi-Supervised, Findings of the
Association for Computational Linguistics: NAACL, p.1159-1171, July 2020, Seattle. (online)
- Şahin, M., Güngör, T., Hodzik, E., Gürses, S., Dallı, H., Dursun,
O. and Yirmibeşoğlu, Z., Translator
Style and Machine Translation, 2nd International Conference ‘Language in
the Human-Machine Era’ (LITHME), July 2022, Finland.
- Marşan, B., Akkurt, S.F., Şen, M., Gürbüz, M., Güngör, O.,
Özateş, Ş.B., Üsküdarlı, S., Özgür, A., Güngör, T. and Öztürk,
B., Enhancements
to the BOUN Treebank Reflecting the Agglutinative Nature of Turkish,
International Conference on Agglutinative Language Technologies as a Challenge
of Natural Language Processing (ALTNLP), June 2022. (online)
- Bedir, S.T., Şahin, K., Güngör, O., Üsküdarlı, S., Özgür, A.,
Güngör, T. and Öztürk, B., Overcoming
the Challenges in Morphological Annotation of Turkish in Universal Dependencies
Framework, Joint 15th Linguistic Annotation Workshop (LAW) and 3rd
Designing Meaning Representations (DMR) Workshop, November 2021, p.112-122,
ACL, Dominican Republic. (online)
- Özkan, A.B. and Güngör, T., Analysis
of Word Dependency Relations and Subword Models in Abstractive Text
Summarization, Akıllı
Sistemlerde Yenilikler ve Uygulamaları Sempozyumu (ASYU), IEEE, October
2021, Elazığ (online).
- Türk, U., Atmaca, F., Özateş, Ş.B., Berk, G., Bedir, S.T., Köksal,
A., Öztürk, B., Güngör, T. and Özgür, A., The
More the Merrier: A New Dependency Treebank for Turkish, 20th International
Conference on Turkish Linguistics (ICTL), Dilbilim Derneği, August 2021,
p.52-55, Anadolu University.
- Akdemir, A., Shibuya, T. and Güngör, T., Subword
Contextual Embeddings for Languages with Rich Morphology, 19th IEEE International Conference on Machine
Learning and Applications (ICMLA 2020), IEEE, December 2020, Miami (online).
- Yirmibeşoğlu, Z. and
Güngör, T., ERMI
at PARSEME Shared Task 2020: Embedding-Rich Multiword Expression Identification,
Joint Workshop on Multiword Expressions and Electronic Lexicons (MWE-LEX 2020)
at COLING 2020, December 2020, p.130-135, Barcelona
(online).
- Ramisch, C., Savary, A., Guillaume, B.,
Waszczuk, J., Candito, M., Vaidya, A., Mititelu, V.B., Bhatia, A., Inurrieta,
U., Giouli, V., Gungor, T., Jiang, M., Lichte, T., Liebeskind, C., Monti, J.,
Ramisch, R., Stymne, S., Walsh, A. and Xu, H., Edition
1.2 of the PARSEME Shared Task on Semi-supervised Identification of Verbal
Multiword Expressions, Joint
Workshop on Multiword Expressions and Electronic Lexicons (MWE-LEX 2020) at COLING 2020, December 2020, p.107-118, Barcelona (online).
- Budur, E., Özçelik, R., Güngör, T. and Potts, C., Data
and Representation for Turkish Natural Language Inference, Conference on Empirical Methods in Natural
Language Processing (EMNLP 2020), ACL, November 2020, Dominican Republic
(online).
- Yeşiltaş, G. and Güngör, T., Intrinsic
and Extrinsic Evaluation of Word Embedding Models, Akıllı Sistemlerde Yenilikler ve
Uygulamaları Sempozyumu (ASYU), IEEE, October 2020, İstanbul
(online).
- Özçelik, A.S. and Güngör, T., Generating
a Concept Relation Network for Turkish Based on ConceptNet Using Translational
Methods, 22nd International
Conference on Speech and Computer (SPECOM 2020) – LNAI (Lecture Notes in
Artificial Intelligence), Vol.12335, Springer, October 2020, St. Petersburg,
Russia (online).
- Bakar, B., Aksoy, F., Yayık,
A., İçöz, S., Aybar, V. and Güngör, T., Türkçe
Kural Tabanlı Resmi Doküman Tipi Tespiti (Turkish Rule-Based Official
Document Type Detection), 28th IEEE Sinyal İşleme ve İletişim
Uygulamaları Kurultayı (SIU), October 2020, Gaziantep, Turkey.
- Tülümen, N., Öztaş, A., Nohutçu, A., Aktoros Genç, G.S. and Güngör, T., Ontology
Based Job and Resume Matcher, 5th International Conference on Computer
Science and Engineering (UBMK), September 2019, Diyarbakır, Türkiye.
- Türk, U., Atmaca, F., Özateş, Ş.B., Öztürk, B., Güngör, T. and
Özgür, A., Improving
the Annotations in the Turkish Universal Dependency Treebank, SyntaxFest
– Universal Dependencies Workshop
(SyntaxFest UDW), August 2019, Paris.
- Akdemir, A. and Güngör, T., A
Detailed Analysis and Improvement of Feature-based Named Entity Recognition for
Turkish, 21st International
Conference on Speech and Computer (SPECOM 2019) – LNAI (Lecture Notes in
Artificial Intelligence), Springer, August 2019, Istanbul.
- Türk, U., Atmaca, F., Özateş, Ş.B., Köksal, A., Öztürk, B., Güngör,
T. and Özgür, A., Turkish
Treebanking: Unifying and Constructing Efforts, 57th Annual Meeting of the
Association for Computational Linguistics –
13rd Linguistic Annotation Workshop (ACL LAW XIII), August 2019,
p.166-177, ACL Florence.
- Buz, B. and Güngör, T., Developing
a Statistical Turkish Sign Language Translation System for Primary School
Students, International Symposium on Innovations in
Intelligent Systems and Applications (INISTA 2019), IEEE,
July 2019, Sofia, Bulgaria.
- Kayahan, D. and Güngör, T., A
Hybrid Translation System from Turkish Spoken Language to Turkish Sign Language, International Symposium on Innovations in
Intelligent Systems and Applications (INISTA 2019), IEEE,
July 2019, Sofia, Bulgaria.
- Türk, U., Atmaca, F., Özateş, Ş.B., Öztürk, B., Güngör, T. and
Özgür, A., Türkçe
Ağaç Yapılı Derlemin Dilbilim Temelli Elle İşaretleme
Yöntemiyle Ayrıştırma Başarımının
Geliştirilmesi, 33. Ulusal Dilbilim Kurultayı, May 2019, Mersin,
Turkey.
- Berk, G., Erden, B. and Güngör, T., Representing
Overlaps in Sequence Labeling Tasks with a Novel Tagging Scheme:
bigappy-unicrossy, 16th International
Conference on Intelligent Text Processing and Computational Linguistics
(CICLing 2019), Ed. A.Gelbukh, April 2019, La Rochelle, France.
- Aydın, C.R., Güngör, T. and Erkan, A., Generating
Word and Document Embeddings for Sentiment Analysis, 16th International Conference on Intelligent Text
Processing and Computational Linguistics (CICLing 2019), Ed. A.Gelbukh, April
2019, La Rochelle, France.
- Akdemir, A. and Güngör, T., Joint
Learning of Named Entity Recognition and Dependency Parsing using Separate
Datasets, 16th International
Conference on Intelligent Text Processing and Computational Linguistics
(CICLing 2019), Ed. A.Gelbukh, April 2019, La Rochelle, France.
- Özateş, Ş.B., Özgür, A.,
Güngör, T. and Öztürk, B., A
Morphology-based Representation Model for LSTM-based Dependency Parsing of
Agglutinative Languages, The
SIGNLL Conference on Computational Natural Language Learning (CoNLL 2018),
Shared Task on Multilingual Parsing from Raw Text to Universal Dependencies,
October 2018, p.238-247, ACL, Brussels.
- Berk, G., Erden, B. and Güngör,
T., Deep-BGT
at PARSEME Shared Task 2018: Bidirectional LSTM-CRF Model for Verbal Multiword
Expression Identification, Joint Workshop on Linguistic Annotation, Multiword Expressions and
Constructions (LAW-MWE-CxG 2018) at COLING 2018, August 2018, p.248-253, Santa Fe.
- Ramisch, C., Cordeiro, S., Savary, A.,
Vincze, V., Mititelu, V.B., Bhatia, A., Buljan, M., Candito, M., Escartín,
C.P., Gantar, P., Giuoli, V., Güngör, T., Hawwari, A., Inurrieta, U.,
Kovalevskaite, J., Krek, S., Lichte, T., Liebeskind, C., Monti, J.,
QasemiZadeh, B., Ramisch, R., Schneider, N., Stoyanova, I., Vaidya, A. and
Walsh, A., Edition
1.1 of the PARSEME Shared Task on Automatic Identification of Verbal Multiword
Expressions, Joint
Workshop on Linguistic Annotation, Multiword Expressions and Constructions
(LAW-MWE-CxG 2018) at
COLING 2018, August 2018,
p.222-240, Santa Fe.
- Güngör, O., Üsküdarlı, S. and
Güngör, T., Improving
Named Entity Recognition by Jointly Learning to Disambiguate Morphological Tags,
27th International Conference on
Computational Linguistics (COLING 2018), August 2018, p.2082-2092, Santa Fe.
- Güngör, O., Üsküdarlı, S. and
Güngör, T., Özyinelemeli
Sinir Ağlarıyla Türkçe Varlık İsmi Tanıma
(Recurrent Neural Networks for Turkish Named Entity Recognition), 26th
IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı
(SIU), May 2018, İzmir, Turkey.
- Berk, G., Erden, B. and Güngör,
T., Türkçe
Çok Sözcüklü Fiil İfadeleri Derlemi (Turkish Verbal Multiword
Expressions Corpus), 26th IEEE Sinyal İşleme ve
İletişim Uygulamaları Kurultayı (SIU), May 2018,
İzmir, Turkey.
- Elifoğlu, M. and Güngör, T., Türkçe
için Kullanıcı Yazışmalarına Dayalı Restoran
Öneri Sistemi (A Restaurant Recommendation System for Turkish based on User
Conversations), 26th IEEE Sinyal İşleme ve İletişim
Uygulamaları Kurultayı (SIU), May 2018, İzmir, Turkey.
- Kavak, P., Lin, Y.Y., Numanagic, I., Asghari, H., Güngör, T., Alkan, C. and
Hach, F., Discovery
and Genotyping of Novel Sequence Insertions in Many Sequenced Individuals, Intelligent
Systems for Molecular Biology and 16th European Conference on Computational
Biology (ISMB/ECCB 2017), July 2017, Prague.
- Aydın, N.Y. and Güngör, T., A
Rule-based Approach for Converting Wikipedia Content into Semantic Relations, 3rd International Conference on
Artificial Intelligence (ICOAI 2016), December 2016, Limerick, Ireland.
- Bal, G., Karakaş, A., Güngör, T., Süzen, F. and Kara, K.C., A
Matching Approach based on Term Clusters for eRecruitment, 15th Industrial
Conference on Data Mining (ICDM 2016), July 2016, NewYork – LNCS (Lecture Notes in Computer Science),
Vol.9728, 2016, p.394-404, Springer-Verlag, Berlin Heidelberg.
- Karabüklü,
S., Derici, C., Kelepir, M., Özsoy, S. and Güngör, T., Türk
İşaret Dili (TİD) Kullanıcılarının Türkçe
Okuma ve Yazma Becerilerinin Geliştirilmesi için Malzeme,
Uluslararası Engelsiz Bilişim Kongresi, Celal Bayar University, September 2015, Manisa.
- Özgür, L. and Güngör, T., Two-Stage
Feature Selection for Text Classification, 30th International Symposium on Computer
and Information Sciences (ISCIS 2015), September 2015, London – LNEE (Lecture Notes in Electrical
Engineering), Vol.363, 2015, p.329-337, Springer-Verlag, Berlin Heidelberg.
- Kavak, P., Ergüner, B., Üstek, D.,
Yüksel, B., Sağıroğlu, M.Ş., Güngör, T. and Alkan, C., Improving
Genome Assemblies Using Multi-Platform Sequence Data, 12th International
Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics
(CIBB 2015), Lecture Notes in Bioinformatics (LNBI), Eds. C. Angelini,
P.M.V. Rancoita and S. Rovetta, Springer, 2016, p.220-232, Italy.
- Derici, C., Çelik, K., Kutbay, E.,
Aydın, Y., Özgür, A., Kartal, G. and Güngör, T., Question
Analysis for a Closed Domain Question Answering System, 16th International
Conference on Intelligent Text Processing and Computational Linguistics
(CICLing-2015), Ed. A.Gelbukh, April 2015, Cairo, Egypt – LNCS (Lecture Notes
in Computer Science), Vol.9042, 2015, p.468-482, Springer-Verlag, Berlin
Heidelberg.
- Beğen, E., Kaya, M.,
Keleş, S., Karadağ, B., Güngör, T., Dayı, M. and Çiftçi, H., Sosyal
Medya Ortamlarında Türkçe Dil Özelliklerine Dayalı Olarak Sahte Hesap
Tespiti, Akademik Bilişim Konferansı, Anadolu University,
February 2015, Eskişehir.
- Bal, G., Gültunca, C., Karakaş, A. and Güngör, T., Özgeçmişlerden
ve İş İlanlarından Doğal Dil İşleme Yöntemleri
ile Bilgi Çıkarımı, 31. Ulusal Bilişim Kurultayı, November 2014, p.125-130, Ankara.
- Çıltık, A.,
Bağcı, V.H., Turgut, U.O. and Güngör, T., Bankacılık
Alanında Doğal Dil İşleme Destekli Davranış
Güdümlü Geliştirme, 8. Ulusal Yazılım Mühendisliği
Sempozyumu (UYMS 2014), METU, September 2014, p. 477-483, Güzelyurt, KKTC.
- Öztürk, S., Sankur, B., Güngör, T., Yılmaz, M.B., Köroğlu, B.,
Ağın, O., İşbilen, M., Ulaş, Ç. and Ahat, M., Türkçe Etiketli Metin
Derlemi, 22th IEEE Sinyal
İşleme ve İletişim Uygulamaları Kurultayı
(SIU-14), April 2014, Trabzon, Turkey.
- Derici, C., Çelik, K., Özgür, A.,
Güngör, T., Kutbay, E., Aydın, Y. and Kartal, G., Türkçe
Soru Cevaplama Sistemlerinde Kural Tabanlı Odak Çıkarımı,
22th IEEE Sinyal
İşleme ve İletişim Uygulamaları Kurultayı
(SIU-14), April 2014, Trabzon, Turkey.
- Aydın,
C.R., Erkan, A., Güngör, T. and Takçı, H., Sözlük
Kullanarak Türkçe için Kavram Madenciliği Metotları Geliştirme, Akademik Bilişim Konferansı,
Mersin University, February 2014, Mersin.
- Aydın,
C.R., Erkan, A., Güngör, T. and Takçı, H., Dictionary-based
Concept Mining: An Application for Turkish, International Conference on
Foundations of Computer Science and Technology (CST 2014), January 2014, Zurich.
- Aydın,
C.R., Erkan, A., Güngör, T. and Takçı, H., Sözlük
Tabanlı Kavram Madenciliği: Türkçe için bir Uygulama, 30.
Ulusal Bilişim Kurultayı, November 2013, Ankara.
- Güngör, T., A
Machine Learning Approach for Displaying Query Results in Search Engines, 15th International Conference on Computer Analysis of Images and
Patterns (CAIP 2013), Ed. R.Wilson et al., August 2013,
York, England – LNCS (Lecture Notes in Computer Science),
Vol.8047, 2013, p.180-187, Springer-Verlag, Berlin Heidelberg.
- Çelik, K. and Güngör, T., A
Comprehensive Analysis of Using Semantic Information in Text Categorization, IEEE International Symposium on Innovations in Intelligent Systems and
Applications (INISTA 2013), June 2013,
Albena, Bulgaria.
- Gencer, A.E., Güngör, T., Gürer, A. and Özsoy, A.S., Input-Evaluation:
A New Mechanism for Collecting Data Using Games with a Purpose, 17th
IEEE Symposium on Computers and Communications (ISCC-12), July 2012,
Cappadocia, Turkey.
- Gencer, A.E., Güngör, T., Gürer, A. and Özsoy, A.S., Girdi-Değerlendirme:
Amaçlı Oyunlarla Veri Toplamak için Yeni bir Mekanizma, 20th IEEE
Sinyal İşleme ve İletişim Uygulamaları Kurultayı
(SIU-12), April 2012, Fethiye, Turkey.
- Gürer, A., Gencer, A.E., Güngör, T. and Özsoy, A.S., Dil
Cambazı ve Türkçede Geçişsiz Eylemler, 26. Ulusal Dilbilim
Kurultayı, May 2012, Isparta, Turkey.
- Berker, M. and Güngör, T., Using
Genetic Algorithms with Lexical Chains for Automatic Text Summarization, 4th International Conference on Agents and
Artificial Intelligence (ICAART 2012) - Special Session on Machine Learning
(SSML), February 2012, p.595-600, Vilamoura, Portugal.
- Sak, H., Saraçlar, M. and Güngör, T., Discriminative
Reranking of ASR Hypotheses with Morpholexical and N-best-list Features, IEEE Automatic Speech Recognition and Understanding
Workshop (ASRU 2011),
- Uzun-Per, M., Takçı, H. and Güngör, T., Developing
a Concept Extraction System for Turkish, International Conference on Artificial Intelligence (ICAI-11), July 2011, p.855-860, Las Vegas.
- Erkek, C.A. and Güngör, T., Using
Mixture of Experts Method in Combining Search-Guiding
Heuristics for Theorem Proving, 25th International Symposium on Computer and Information Sciences (ISCIS
2010), Eds. E.Gelenbe, R.Lent, G.Sakellari, A.Sacan, H.Toroslu and
A.Yazıcı September 2010, London – LNEE
(Lecture Notes in Electrical Engineering), Vol.62, 2010, p.7-10, Springer, Heidelberg.
- Sak, H., Saraçlar, M. and Güngör, T., On-the-fly
Lattice Rescoring for Real-time Automatic Speech Recognition, Interspeech, September 2010, Makuhari, Japan.
- Güngör, O. and Güngör, T., Morphological
Annotation of a Corpus with a Collaborative Multiplayer Game, 11th International Conference on
Intelligent Text Processing and Computational Linguistics (CICLing-2010), Ed.
A.Gelbukh, March 2010, Iaşi, Romania – LNCS (Lecture Notes in Computer
Science), Vol.6008, 2010, p.74-85, Springer-Verlag, Berlin Heidelberg.
- Ustimov, A., Tümer, M.B. and
Güngör, T., A
Low-Complexity Constructive Learning Automaton Approach to Handwritten
Character
Recognition, 11th
International Conference on Intelligent Text Processing and Computational
Linguistics (CICLing-2010), Ed. A.Gelbukh, March 2010, Iaşi, Romanya –
Research in Computing Science, Vol.46, 2010, p.311-322, IPN.
- Sak, H., Saraçlar, M. and Güngör, T., Morphology-based
and Sub-word Language Modeling for Turkish Speech Recognition, IEEE
International Conference on Acoustics, Speech and Signal Processing (ICASSP
2010), March 2010, Dallas, Texas.
- Pembe, C. and Güngör, T., A
Tree Learning Approach to Web Document Sectional Hierarchy Extraction, 2nd
International Conference on Agents and Artificial Intelligence (ICAART 2010),
January 2010, Valencia.
- Sak, H., Saraçlar, M. and Güngör, T., Integrating
Morphology into Automatic Speech Recognition, IEEE Automatic Speech
Recognition and Understanding Workshop (ASRU 2009), December 2009, Merano,
Italy.
- Taşcı, Ş. and Güngör, T., LDA-based
Keyword Selection in Text Categorization, 24th International Symposium on Computer and Information Sciences (ISCIS
2009), September 2009, Northern Cyprus.
- Sak, H., Güngör, T. and Saraçlar, M., A
Stochastic Finite-State Morphological Parser for Turkish, ACL-IJCNLP 2009,
August 2009, p.273-276, Singapore, ACL.
- Özgür, L. and Güngör, T., Analysis
of Stemming Alternatives and Dependency Pattern Support in Text Classification,
10th International Conference on
Intelligent Text Processing and Computational Linguistics (CICLing-2009), Ed.
A.Gelbukh, March 2009, Mexico City – Research in Computing Science, Vol.41,
2009, p.195-206, IPN.
- Taşcı, Ş. and
Güngör, T., An
Evaluation of Existing and New Feature Selection Metrics in Text Categorization,
23rd International Symposium on Computer and Information Sciences (ISCIS 2008),
October 2008, İstanbul.
- Pembe, F.C. and Güngör, T., Towards
a New Summarization Approach for Search Engine Results: An Application for
Turkish, 23rd International Symposium on Computer and Information Sciences
(ISCIS 2008), October 2008, İstanbul.
- Sak, H., Güngör, T. and Saraçlar,
M., Turkish
Language Resources: Morphological Parser, Morphological Disambiguator and Web
Corpus, 6th International
Conference on Natural Language Processing (GoTAL 2008), Ed. B.Nordström and
A.Ranta, August 2008, Gothenburg – LNAI (Lecture Notes in Artificial
Intelligence), Vol.5221, 2008, p.417-427, Springer-Verlag, Berlin Heidelberg.
- Pembe, F.C. and Güngör, T., Heading-Based
Sectional Hierarchy Identification for HTML Documents, 22nd International
Symposium on Computer and Information Sciences (ISCIS 2007), November 2007,
Ankara.
- Güngör, T. and Çiltik, A., Developing
Methods and Heuristics with Low Time Complexities for Filtering Spam Messages,
12th International Conference on Applications of Natural Language to InformationSystems
(NLDB 2007), June 2007, Paris – LNCS (Lecture Notes in Computer Science),
Vol.4592, 2007, p.35-47, Springer-Verlag, Berlin Heidelberg.
- Pembe, F.C. and Güngör, T., AutomatedQuery-Biased
and Structure-Preserving Text Summarization on Web Documents,International
Symposium on Innovations in Intelligent Systems and Applications(INISTA 2007),
June 2007, Istanbul.
- Meral, H.M., Sevinç, E., Ünkar, E.I., Sankur, B., Özsoy, S. and Güngör, T., TurkceMetin
Damgalama: Sozdizimsel bir Model, IEEE 15th Sinyal Isleme ve
IletisimUygulamalari Kurultayi (SIU 2007), June 2007, Eskisehir.
- Sak, H., Güngör, T and Saraçlar, M., MorphologicalDisambiguation
of Turkish Text with Perceptron Algorithm, 8th InternationalConference on
Intelligent Text Processing and Computational Linguistics(CicLing 2007), Ed.
A.Gelbukh, February 2007, Mexico City - LNCS (Lecture Notesin Computer
Science), Vol.4394, 2007, p.107-118, Springer-Verlag, Berlin Heidelberg.
- Güngör, O. and Güngör, T., Türkçe bir Sözlükteki Tanimlardan
KavramlarArasindaki Üst-Kavram Iliskilerinin Çikarilmasi, Akademik Bilisim
Konferansi,Dumlupinar Üniversitesi, February 2007, Kütahya.
- Meral, H.M., Sevinç, E., Ünkar, E.I., Sankur, B., Özsoy, S. and Güngör, T., Syntactic
Toolsfor Text Watermarking , 19th Annual Symposium on Electronic
Imaging:Security, Stenography, and Watermarking of Multimedia Contents, January
2007,San Jose, CA.
- Tasci, S., Güngör, A.M. and Güngör, T., Compilinga
Turkish-English Bilingual Corpus and Developing an Algorithm for
SentenceAlignment, Third International Bulgarian-Turkish Conference on
ComputerScience, October 2006, Istanbul,p.291-296.
- Altunyurt, L., Orhan, Z. and Güngör, T., AComposite
Approach for Part of Speech Tagging in Turkish, ThirdInternational
Bulgarian-Turkish Conference on Computer Science, October 2006,
Istanbul,p.19-24.
- Özgür, A. and Güngör, T, Classificationof
Skewed and Homogeneous Document Corpora with Class-Based and
Corpus-BasedKeywords, 29th German Conference on Artificial Intelligence (KI
2006), Eds.C.Freksa, M.Kohlhase and K.Schill, June 2006, Bremen- LNAI (Lecture
Notes in Artificial Intelligence), Vol.4314, 2007, p.91-101,
Springer-Verlag,Berlin Heidelberg.
- Güngör, T., MuhakemeYurutme
ve Karar Vermede Bulussal Yontemler, Bilgi Isleyen Makina OlarakBeyin,
December 2005, Istanbul.
- Özgür, A., Özgür, L. and Güngör, T., TextCategorization
with Class-Based and Corpus-Based Keyword Selection, 20thInternational
Symposium on Computer and Information Sciences (ISCIS 2005), Eds.P.Yolum, T.Güngör,
F.Gürgen and C.Özturan, October 2005, Istanbul - LNCS (Lecture Notes in
ComputerScience, Vol.3733), 2005, p.607-616, Springer-Verlag, Berlin
Heidelberg.
- Sak, H., Güngör, T. and Safkan, Y., Generationof
Synthetic Speech from Turkish Text, 13th European Signal
ProcessingConference (EUSIPCO 2005), September 2005, Antalya.
- Güngör, T, Generationof
Sentence Parse Trees Using Parts of Speech, 27th German Conference
onArtificial Intelligence (KI 2004), Eds. S.Biundo, T.Frühwirth and
G.Palm,September 2004, Ulm - LNAI (Lecture Notes in Artificial
Intelligence),Vol.3238, 2004, p.56-66, Springer-Verlag, Berlin Heidelberg.
- Özgür, L., Güngör, T. and Gürgen, F., Spam Mail Detection Using
ArtificialNeural Network and Bayesian Filter, Fifth International Conference on
IntelligentData Engineering and Automated Learning (IDEAL 2004), Eds. Z.R.Yong,
R.Eversonand H.Yin, August 2004, Exeter - LNCS (Lecture Notes in Computer
Science),Vol.3177, 2004, p.505-510, Springer-Verlag, Berlin Heidelberg.
- Özgür, L., Güngör, T. and Gürgen, F., YapaySinir
Aglari ve Bayes Filtrelemesi ile Spam Mesajlarin Tespiti, AkilliSistemlerde
Yenilikler ve Uygulamalari Sempozyumu (ASYU-INISTA), Eds.T.Yildirim,
S.Albayrak, B.Diri, S.N.Engin, L.Özyilmaz, M.F.Amasyali, M.Avci,Ü.Bakirci,
B.Bolat and B.Kapanoglu, June 2004, Istanbul, p.219-222.
- Erdur, S. and Güngör, T., AnInvestigation
of Artificial Neural Network Architectures in Artificial LifeImplementations,
International Thirteenth Turkish Symposium on ArtificialIntelligence and Neural
Networks (TAINN 2004), June 2004, Izmir,p.191-199.
- Güngör, T., AnApproach
for Generating Sentence Parse Trees Based on Proximity Values,International
Twelfth Turkish Symposium on Artificial Intelligence and NeuralNetworks (TAINN
2003), Vol.E-5, July 2003, Çanakkale, p.530-532.
- Güngör, T., Lexicaland
Morphological Statistics for Turkish, International Twelfth
TurkishSymposium on Artificial Intelligence and Neural Networks (TAINN 2003),
Vol.E-5,July 2003, Çanakkale, p.409-412.
- Senkal, M., Güngör, T. and Kardes, O., AnApproach
for Machine Translation Between Turkish and Spanish, InternationalTwelfth
Turkish Symposium on Artificial Intelligence and Neural Networks (TAINN2003),
Vol.E-5, July 2003, Çanakkale, p.471-473.
- Özgür, L., Güngör, T. and Gürgen, F., Adaptive
TurkishAnti-Spam Filtering, International Twelfth Turkish Symposium on
ArtificialIntelligence and Neural Networks (TAINN 2003), Vol.E-5, July 2003,
Çanakkale,p.453-455.
- Kardes, O., Güngör, T. and Kipman, E., BirUygulama
Alaninda Türkçe Metnin Anlambilimsel Gösterimi, Akademik BilisimKonferansi,
Çukurova Üniversitesi, February 2003, Adana.
- Güngör, T. and Kuru, S., Representationof
Turkish Morphology in ATN, International Second Turkish Symposium
onArtificial Intelligence and Artificial Neural Networks (TAINN 1993),
1993,Istanbul, p.94-104.
- Kuru, S. and Güngör, T., Towards a Two Level Grammar for the Turkish
NounPhrase, International Second Turkish Symposium on Artificial Intelligence
andArtificial Neural Networks (TAINN 1993), 1993, Istanbul.
- Akin, H.L., Kuru, S., Güngör, T., Hamzaoglu, I. and Arbatli, D., A
SpellingChecker and Corrector for Turkish, International Second Turkish
Symposium onArtificial Intelligence and Artificial Neural Networks (TAINN
1993), 1993,Istanbul, p.113-120.
- Kuru, S. and Güngör, T., Knowledge Transformation: Generating CausalRelations
from Mathematical Models, Fourth International Symposium on Computerand
Information Sciences (ISCIS 1989), 1989, Izmir.
- Karadogan, F. and Güngör, T., Bilgisayar Destekli Bir Betonarme Kiris
ÇizimPrograminda Bulunabilecek Özellikler, Türkiye Inşaat Mühendisligi X.
TeknikKongresi, 1989, Ankara,p.347-359.
Edited Books/Book Chapters
- Güngör, T. Part-of-speech Tagging,
in Handbook of Natural Language Processing, Indurkhya, N. and Damerau, F.J. (Eds), 2nd Ed, Taylor and Francis, 2010.
- Borovska, P., Güngör, T. and Koyuncu, B., Proceedings of the 3rd
International Bulgarian-Turkish Conference on Computer Science, Technical
University of Sofia,2006.
- Yolum, P., Güngör, T., Gürgen, F. and Özturan, C., Proceedings of the 20th
International Symposium on Computer and Information Sciences (ISCIS 2005),Springer
Verlag, 2005, Berlin Heidelberg.
Technical Reports
- Güngör,
T., Dilbilim Temelli Türkçe Doğal Dil
İşleme Platformu, Technical Report 16909, Boğaziçi
University Research Fund, Boğaziçi University, İstanbul, 2022.
- Güngör,
T., Türkçe Çok Sözcüklü Fiil İfadeleri Derlemi Oluşturma ve
Farklı Dillerdeki Çok Sözcüklü Fiil İfadelerini Saptayan Derin
Öğrenme Tabanlı bir Sistem Geliştirme,
Technical Report 14420, Boğaziçi
University Research Fund, Boğaziçi University, İstanbul, 2019.
- Güngör,
T., Türkçe için Kapsamlı bir Duygu Analizi Çatısı
Oluşturulması, Technical Report 6980, Boğaziçi University
Research Fund, Boğaziçi University, İstanbul, 2019.
- Güngör,
T., İlköğretim ve Ortaöğretim
Öğrencilerinin Doğru ve Güvenilir Bilgiye Erişimlerine Yönelik
Uyarlamalı bir Soru Cevaplama Sisteminin Geliştirilmesi, Technical Report 113E036, Tübitak 1003
Research Project, Tübitak, İstanbul, 2016.
- Güngör, T., Türkçe Metinlerin Analizine Yönelik Olarak Kavram
Madenciliği Yöntemlerinin Geliştirilmesi, Technical Report
110E162, Tübitak 1001 Research
Project, Tübitak, İstanbul, 2014.
- Güngör, T., Türkçe Metinlerden Otomatik Yöntemlerle Kavram
Çıkarılması, Technical Report 5187, Boğaziçi University
Research Fund, Boğaziçi University, İstanbul, 2011.
- Güngör, T., Büyük Sözlüklü ve Genel
Amaçli Türkçe El Yazisi Tanima Sistemi Geliştirilmesi, Technical
Report 09A107D, Boğaziçi University Research Fund, Boğaziçi
University, İstanbul, 2010.
- Güngör, T., Biçimbilimsel
Tabanli Dil Modeli ile Türkçe Konuşma Tanima Sistemi, Technical
Report 107E261, Tübitak 1001
Research Project, Tübitak, İstanbul, 2010.
- Güngör, T., Biçimbilimsel
Tabanli Dil Modeli ile Türkçe Konuşma Tanima Sistemi, Technical
Report 08M103, Boğaziçi University Research Fund, Boğaziçi
University, İstanbul, 2010.
- Güngör, T., Arama Motorlari
için Bilgi Istegi ve Doküman Yapisi Tabanli Otomatik Ozetleme Metotlarinin
Gelistirilmesi, Technical Report
07A106, Bogaziçi University Research Fund, Bogaziçi University, Istanbul, 2009.
- Güngör, T., Metin Siniflandirmada Dogal Dil Isleme Tabanli Metotlarin
Gelistirilmesi, Technical Report 05A103D, Bogaziçi University Research Fund,
Bogaziçi University, Istanbul,2008.
- Güngör, T., Genis Sözcük Dagarcikli Sürekli Konusma Tanima Sistemleri için
Morfotaktik Tabanli Istatistiki Dil Modelleme, Technical Report 06A102,Bogaziçi
University Research Fund, Bogaziçi University, Istanbul, 2007.
- Güngör, T., Türkçe Spam Mesajlarin Filtrelenmesine Yönelik Dinamik ve
Uyarlamali Metotlarin Gelistirilmesi, Technical Report 04A101, Bogaziçi
University Research Fund, Bogaziçi University, Istanbul, 2005.
- Güngör, T., Türkçe'nin Istatistiksel Incelenmesi, Technical Report 02A107,
Bogaziçi University Research Fund, Bogaziçi University, Istanbul, 2004.
Seminars
- MWE Identification using Embedding-based Approaches, Dagstuhl Seminar 21351, Universals of
Linguistic Idiosyncrasy in Multilingual Computational Linguistics, Eds. T.
Baldwin, W. Croft, J. Nivre and A. Savary, August 2021. (online) - Dagstuhl
Reports, Vol. 11(7), p.89–138.
- An Overview of Resources Available for Turkish Natural Language Processing
Applications, 1st Conference
on Turkic Computational Linguistics, Konya, Turkey, April 2016.
- Seminar Series: Text Classification based on Lexical
Dependencies, Hierarchical and Content-Rich Query Results in Search Engines, Basics of Automated Theorem Proving,
Telecom ParisTech, Paris, May 2013.
- A New Paradigm for Search Engines: Hierarchical and Content-Rich Query
Results, Yahoo! Research
Barcelona, Barcelona, June 2012.
- Document Layout Analysis and Hierarchical Summarization for Web Pages, Universidad de Sevilla, Sevilla, June
2012.
- Document Layout Analysis and Hierarchical Summarization for Web Pages, Universidad de Granada, Granada, June
2012.
- Document Layout Analysis and Hierarchical Summarization for Web Pages, Universitat Politecnica de Catalunya,
Barcelona, June 2012.
- Using Machine Learning Approaches for Displaying Query Results in Search
Engines, Universitat
Pompeu Fabra, Barcelona, May 2012.
- Developing an Adaptive and Hierarchical Summarization Framework for Search
Engines, Universitat
Politecnica de Catalunya, Barcelona, September 2011.
- Seminar Series: Text Summarization for Search Engines, Language
Resources for Agglutinative Languages, Keyword Selection Policies for Text
Categorization, Basics of Automated Theorem Proving, University of Bologna, Bologna, June 2010.
- Seminar Series: Spam Mail Filtering for Agglutinative Languages, Text
Categorization with Class-Based and Corpus-Based Keyword Selection, Automated
Theorem Proving,
University of Catania, Catania, May 2008.
- Machine Translation, Yildiz Teknik
University, Istanbul, November 2006.
- Muhakeme
Yurutme ve Karar Vermede Bulussal Yontemler, Bilgi University, Istanbul,
April 2006.
Others
- Güngör, T., MWE Identification
using Embbedding-based Approach, In: Universals of Linguistic Idiosyncrasy in
Multilingual Computational Linguistics (Dagstuhl Seminar 21351), Eds. Baldwin,
T., Croft, W., Nivre, J., Savary, A., Dagstuhl, Germany, 2021, p.119.
- Güngör, T., Doğal Dil
İşleme, Kadıköy Maarif Dergisi, Kalid, June 2018, İstanbul,
Vol. 47, p.44-45.
- Güngör, T., Ana Dilde Egitim,Bogaziçi
Üniversitesi Konseyi Bülteni, Üniversite Konseyleri, December 2005,
Istanbul,p.6-7.
- Özgür, L., Güngör, T. and Gürgen, F., UyarlamaliTurkce
Spam-Onler Filtrelemesi (Adaptive Turkish Anti-Spam Filtering),Cebit
Eurasia Fair Future Parc, 2-7 September 2003, Beylikduzu, Istanbul.