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2020 – today
- 2024
[j28]Karahan Saritas
, Cahid Arda Öz, Tunga Güngör:
A comprehensive analysis of static word embeddings for Turkish. Expert Syst. Appl. 252: 124123 (2024)- [j27]Emrah Budur, Riza Özçelik, Dilara Soylu, Omar Khattab, Tunga Güngör, Christopher Potts:
Building efficient and effective OpenQA systems for low-resource languages. Knowl. Based Syst. 302: 112243 (2024) - [c57]Salih Furkan Akkurt, Onur Güngör, Büsra Marsan, Tunga Gungor, Balkiz Öztürk Basaran, Arzucan Özgür, Susan Üsküdarli:
Evaluating the Quality of a Corpus Annotation Scheme Using Pretrained Language Models. LREC/COLING 2024: 6504-6514 - [i14]Emrah Budur, Riza Özçelik, Dilara Soylu, Omar Khattab, Tunga Güngör, Christopher Potts:
Building Efficient and Effective OpenQA Systems for Low-Resource Languages. CoRR abs/2401.03590 (2024) - [i13]Karahan Saritas, Cahid Arda Öz, Tunga Güngör:
A Comprehensive Analysis of Static Word Embeddings for Turkish. CoRR abs/2405.07778 (2024) - 2023
- [j26]Ali Erkan, Tunga Güngör:
Analysis of Deep Learning Model Combinations and Tokenization Approaches in Sentiment Classification. IEEE Access 11: 134951-134968 (2023) - [j25]Esin Gedik, Tunga Güngör:
Solving Turkish math word problems by sequence-to-sequence encoder-decoder models. Turkish J. Electr. Eng. Comput. Sci. 31(2): 431-447 (2023) - [j24]Batuhan Baykara, Tunga Güngör:
Turkish abstractive text summarization using pretrained sequence-to-sequence models. Nat. Lang. Eng. 29(5): 1275-1304 (2023) - [j23]Zeynep Yirmibesoglu, Tunga Güngör:
Morphologically Motivated Input Variations and Data Augmentation in Turkish-English Neural Machine Translation. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22(3): 92:1-92:31 (2023) - [c56]Suzan Uskudarli, Muhammet Sen, Salih Furkan Akkurt, Merve Gürbüz, Onur Güngör, Arzucan Özgür, Tunga Güngör:
TULAP - An Accessible and Sustainable Platform for Turkish Natural Language Processing Resources. EACL (System Demonstrations) 2023: 219-227 - [c55]Zeynep Yirmibesoglu, Olgun Dursun, Harun Dalli, Mehmet Sahin, Ena Hodzik, Sabri Gürses, Tunga Güngör:
Incorporating Human Translator Style into English-Turkish Literary Machine Translation. EAMT 2023: 419-428 - [c54]Agata Savary, Chérifa Ben Khelil, Carlos Ramisch, Voula Giouli, Verginica Barbu Mititelu, Najet Hadj Mohamed, Cvetana Krstev, Chaya Liebeskind, Hongzhi Xu, Sara Stymne, Tunga Güngör, Thomas Pickard, Bruno Guillaume, Eduard Bejcek, Archna Bhatia, Marie Candito, Polona Gantar, Uxoa Iñurrieta Urmeneta, Albert Gatt, Jolanta Kovalevskaite, Timm Lichte, Nikola Ljubesic, Johanna Monti, Carla Parra Escartín, Mehrnoush Shamsfard, Ivelina Stoyanova, Veronika Vincze, Abigail Walsh:
PARSEME corpus release 1.3. MWE@EACL 2023: 24-35 - [c53]Batuhan Baykara, Tunga Güngör:
Morphosyntactic Evaluation for Text Summarization in Morphologically Rich Languages: A Case Study for Turkish. NLDB 2023: 201-214 - [c52]Erencan Erkaya, Tunga Güngör:
Analysis of Subword Tokenization Approaches for Turkish Language. SIU 2023: 1-4 - [i12]Zeynep Yirmibesoglu, Olgun Dursun, Harun Dalli, Mehmet Sahin, Ena Hodzik, Sabri Gürses, Tunga Güngör:
Incorporating Human Translator Style into English-Turkish Literary Machine Translation. CoRR abs/2307.11457 (2023) - 2022
- [j22]Saziye Betül Özates, Arzucan Özgür, Tunga Güngör, Balkiz Öztürk Basaran:
A Hybrid Deep Dependency Parsing Approach Enhanced With Rules and Morphology: A Case Study for Turkish. IEEE Access 10: 93867-93886 (2022) - [j21]Apdullah Yayik, Vedat Aybar, Hasan Apik, Sevcan Içöz, Bekir Bakar, Tunga Güngör:
Deep learning-aided automated personal data discovery and profiling. Turkish J. Electr. Eng. Comput. Sci. 30(1): 167-183 (2022) - [j20]Utku Türk, Furkan Atmaca, Saziye Betül Özates, Gözde Berk, Seyyit Talha Bedir, Abdullatif Köksal, Balkiz Öztürk Basaran, Tunga Güngör, Arzucan Özgür:
Resources for Turkish dependency parsing: introducing the BOUN Treebank and the BoAT annotation tool. Lang. Resour. Evaluation 56(1): 259-307 (2022) - [j19]Batuhan Baykara, Tunga Güngör:
Abstractive text summarization and new large-scale datasets for agglutinative languages Turkish and Hungarian. Lang. Resour. Evaluation 56(3): 973-1007 (2022) - [c51]Büsra Marsan, Salih Furkan Akkurt, Muhammet Sen, Merve Gürbüz, Onur Güngör, Saziye Betül Özates, Suzan Üsküdarli, Arzucan Özgür, Tunga Güngör, Balkiz Öztürk:
Enhancements to the BOUN Treebank Reflecting the Agglutinative Nature of Turkish. ALTNLP 2022: 71-80 - [c50]Haluk Alper Karaevli, Tunga Güngör:
Enhancing Relation Extraction by Using Shortest Dependency Paths Between Entities with Pre-trained Language Models. INISTA 2022: 1-7 - [c49]Saziye Betül Özates, Arzucan Özgür, Tunga Gungor, Özlem Çetinoglu:
Improving Code-Switching Dependency Parsing with Semi-Supervised Auxiliary Tasks. NAACL-HLT (Findings) 2022: 1159-1171 - [i11]Büsra Marsan, Salih Furkan Akkurt, Muhammet Sen, Merve Gürbüz, Onur Güngör, Saziye Betül Özates, Suzan Üsküdarli, Arzucan Özgür, Tunga Güngör, Balkiz Öztürk:
Enhancements to the BOUN Treebank Reflecting the Agglutinative Nature of Turkish. CoRR abs/2207.11782 (2022) - 2021
- [j18]Cem Rifki Aydin, Tunga Güngör:
Sentiment analysis in Turkish: Supervised, semi-supervised, and unsupervised techniques. Nat. Lang. Eng. 27(4): 455-483 (2021) - 2020
- [j17]Cem Rifki Aydin, Tunga Güngör:
Combination of Recursive and Recurrent Neural Networks for Aspect-Based Sentiment Analysis Using Inter-Aspect Relations. IEEE Access 8: 77820-77832 (2020) - [c48]Emrah Budur, Riza Özçelik, Tunga Gungor, Christopher Potts:
Data and Representation for Turkish Natural Language Inference. EMNLP (1) 2020: 8253-8267 - [c47]Arda Akdemir, Tetsuo Shibuya, Tunga Güngör:
Subword Contextual Embeddings for Languages with Rich Morphology. ICMLA 2020: 994-1001 - [c46]Carlos Ramisch, Agata Savary, Bruno Guillaume, Jakub Waszczuk, Marie Candito, Ashwini Vaidya, Verginica Barbu Mititelu, Archna Bhatia, Uxoa Iñurrieta Urmeneta, Voula Giouli, Tunga Gungor, Menghan Jiang, Timm Lichte, Chaya Liebeskind, Johanna Monti, Renata Ramisch, Sara Stymne, Abigail Walsh, Hongzhi Xu:
Edition 1.2 of the PARSEME Shared Task on Semi-supervised Identification of Verbal Multiword Expressions. MWE-LEX 2020: 107-118 - [c45]Zeynep Yirmibesoglu, Tunga Gungor:
ERMI at PARSEME Shared Task 2020: Embedding-Rich Multiword Expression Identification. MWE-LEX 2020: 130-135 - [c44]Bekir Bakar, Filiz Aksoy, Apdullah Yayik, Sevcan Içöz, Vedat Aybar, Tunga Güngör:
Turkish Rule-Based Official Document Type Detection. SIU 2020: 1-4 - [c43]Arif Sirri Özçelik, Tunga Güngör:
Generating a Concept Relation Network for Turkish Based on ConceptNet Using Translational Methods. SPECOM 2020: 369-378 - [i10]Cem Rifki Aydin, Tunga Güngör, Ali Erkan:
Generating Word and Document Embeddings for Sentiment Analysis. CoRR abs/2001.01269 (2020) - [i9]Ali Erkan, Tunga Güngör:
Sentiment Analysis Using Averaged Weighted Word Vector Features. CoRR abs/2002.05606 (2020) - [i8]Saziye Betül Özates, Arzucan Özgür, Tunga Güngör, Balkiz Öztürk:
A Hybrid Approach to Dependency Parsing: Combining Rules and Morphology with Deep Learning. CoRR abs/2002.10116 (2020) - [i7]Utku Türk, Furkan Atmaca, Saziye Betül Özates, Gözde Berk, Seyyit Talha Bedir, Abdullatif Köksal, Balkiz Öztürk Basaran, Tunga Güngör, Arzucan Özgür:
Resources for Turkish Dependency Parsing: Introducing the BOUN Treebank and the BoAT Annotation Tool. CoRR abs/2002.10416 (2020) - [i6]Arda Akdemir, Tetsuo Shibuya, Tunga Güngör:
Hierarchical Multi Task Learning with Subword Contextual Embeddings for Languages with Rich Morphology. CoRR abs/2004.12247 (2020) - [i5]Emrah Budur, Riza Özçelik, Tunga Güngör, Christopher Potts:
Use of Machine Translation to Obtain Labeled Datasets for Resource-Constrained Languages. CoRR abs/2004.14963 (2020) - [i4]Çagla Aksoy, Alper Ahmetoglu, Tunga Güngör:
Hierarchical Multitask Learning Approach for BERT. CoRR abs/2011.04451 (2020)
2010 – 2019
- 2019
- [j16]Arda Akdemir, Tunga Güngör:
Joint Learning of Named Entity Recognition and Dependency Parsing using Separate Datasets. Computación y Sistemas 23(3) (2019) - [j15]Onur Güngör, Tunga Güngör, Suzan Üsküdarli:
The effect of morphology in named entity recognition with sequence tagging. Nat. Lang. Eng. 25(1): 147-169 (2019) - [c42]Utku Türk, Furkan Atmaca, Saziye Betül Özates, Abdullatif Köksal, Balkiz Öztürk Basaran, Tunga Gungor, Arzucan Özgür:
Turkish Treebanking: Unifying and Constructing Efforts. LAW@ACL 2019: 166-177 - [c41]Cem Rifki Aydin, Tunga Güngör, Ali Erkan:
Generating Word and Document Embeddings for Sentiment Analysis. CICLing (2) 2019: 307-318 - [c40]Gözde Berk, Berna Erden, Tunga Güngör:
Representing Overlaps in Sequence Labeling Tasks with a Novel Tagging Scheme: Bigappy-Unicrossy. CICLing (1) 2019: 622-635 - [c39]Buse Buz, Tunga Güngör:
Developing a Statistical Turkish Sign Language Translation System for Primary School Students. INISTA 2019: 1-6 - [c38]Dilek Kayahan, Tunga Güngör:
A Hybrid Translation System from Turkish Spoken Language to Turkish Sign Language. INISTA 2019: 1-6 - [c37]Arda Akdemir, Tunga Güngör:
A Detailed Analysis and Improvement of Feature-Based Named Entity Recognition for Turkish. SPECOM 2019: 9-19 - 2018
- [j14]Nihal Yagmur Aydin, Tunga Güngör:
A Rule-Based Approach for Converting Wikipedia Content into Semantic Relations. J. Comput. 13(2): 139-145 (2018) - [c36]Carlos Ramisch, Silvio Ricardo Cordeiro, Agata Savary, Veronika Vincze, Verginica Barbu Mititelu, Archna Bhatia, Maja Buljan, Marie Candito, Polona Gantar, Voula Giouli, Tunga Güngör, Abdelati Hawwari, Uxoa Iñurrieta Urmeneta, Jolanta Kovalevskaite, Simon Krek, Timm Lichte, Chaya Liebeskind, Johanna Monti, Carla Parra Escartín, Behrang QasemiZadeh, Nathan Schneider, Ivelina Stoyanova, Ashwini Vaidya, Abigail Walsh:
Edition 1.1 of the PARSEME Shared Task on Automatic Identification of Verbal Multiword Expressions. LAW-MWE-CxG@COLING 2018: 222-240 - [c35]Gözde Berk, Berna Erden, Tunga Güngör:
Deep-BGT at PARSEME Shared Task 2018: Bidirectional LSTM-CRF Model for Verbal Multiword Expression Identification. LAW-MWE-CxG@COLING 2018: 248-253 - [c34]Onur Güngör, Suzan Uskudarli, Tunga Gungor:
Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological Tags. COLING 2018: 2082-2092 - [c33]Saziye Betül Özates, Arzucan Özgür, Tunga Gungor, Balkiz Öztürk:
A Morphology-Based Representation Model for LSTM-Based Dependency Parsing of Agglutinative Languages. CoNLL Shared Task (2) 2018: 238-247 - [c32]Gözde Berk, Berna Erden, Tunga Gungor:
Turkish verbal multiword expressions corpus. SIU 2018: 1-4 - [c31]Murat Elifoglu, Tunga Gungor:
A restaurant recommendation system for Turkish based on user conversations. SIU 2018: 1-4 - [c30]Onur Güngör, Suzan Uskudarli, Tunga Gungor:
Recurrent neural networks for Turkish named entity recognition. SIU 2018: 1-4 - [i3]Onur Güngör, Suzan Üsküdarli, Tunga Güngör:
Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological Tags. CoRR abs/1807.06683 (2018) - 2017
- [j13]Pinar Kavak, Yen-Yi Lin, Ibrahim Numanagic, Hossein Asghari, Tunga Güngör, Can Alkan, Faraz Hach:
Discovery and genotyping of novel sequence insertions in many sequenced individuals. Bioinform. 33(14): i161-i169 (2017) - [i2]Onur Güngör, Eray Yildiz, Suzan Uskudarli, Tunga Gungor:
Morphological Embeddings for Named Entity Recognition in Morphologically Rich Languages. CoRR abs/1706.00506 (2017) - 2016
- [c29]Gülsen Bal, Askin Karakas, Tunga Güngör, Fatmagül Süzen, Kemal Can Kara:
A Matching Approach Based on Term Clusters for eRecruitment. ICDM 2016: 394-404 - 2015
- [j12]F. Canan Pembe, Tunga Güngör:
A tree-based learning approach for document structure analysis and its application to web search. Nat. Lang. Eng. 21(4): 569-605 (2015) - [c28]Pinar Kavak, Bekir Ergüner, Duran Üstek, Bayram Yüksel, Mahmut Samil Sagiroglu, Tunga Güngör, Can Alkan:
Improving Genome Assemblies Using Multi-platform Sequence Data. CIBB 2015: 220-232 - [c27]Caner Derici, Kerem Çelik, Ekrem Kutbay, Yigit Aydin, Tunga Güngör, Arzucan Özgür, Günizi Kartal:
Question Analysis for a Closed Domain Question Answering System. CICLing (2) 2015: 468-482 - [c26]Levent Özgür, Tunga Güngör:
Two-Stage Feature Selection for Text Classification. ISCIS 2015: 329-337 - 2014
- [c25]Secil Oztürk, Bülent Sankur, Tunga Gungor, Mustafa Berkay Yilmaz, Bilge Koroglu, Onur Agin, Mustafa Isbilen, Cagdas Ulas, Mehmet Ahat:
Turkish labeled text corpus. SIU 2014: 1395-1398 - [c24]Caner Derici, Kerem Çelik, Arzucan Özgür, Tunga Gungor, Ekrem Kutbay, Yigit Aydin, Günizi Kartal:
Rule-based focus extraction in Turkish question answering systems. SIU 2014: 1604-1607 - [c23]Ali Çiltik, Volkan Halil Bagci, Umut Orçun Turgut, Tunga Güngör:
Bankacılık Alanında Doğal Dil İşleme Destekli Davranış Güdümlü Geliştirme. UYMS 2014 - [i1]Cem Rifki Aydin, Ali Erkan, Tunga Güngör, Hidayet Takçi:
Dictionary-Based Concept Mining: An Application for Turkish. CoRR abs/1401.2663 (2014) - 2013
- [j11]Serafettin Tasci, Tunga Güngör:
Comparison of text feature selection policies and using an adaptive framework. Expert Syst. Appl. 40(12): 4871-4886 (2013) - [c22]Tunga Güngör:
A Machine Learning Approach for Displaying Query Results in Search Engines. CAIP (1) 2013: 180-187 - 2012
- [j10]Levent Özgür, Tunga Güngör:
Optimization of dependency and pruning usage in text classification. Pattern Anal. Appl. 15(1): 45-58 (2012) - [j9]Hidayet Takçi, Tunga Güngör:
A high performance centroid-based classification approach for language identification. Pattern Recognit. Lett. 33(16): 2077-2084 (2012) - [j8]Hasim Sak, Murat Saraclar, Tunga Gungor:
Morpholexical and Discriminative Language Models for Turkish Automatic Speech Recognition. IEEE Trans. Speech Audio Process. 20(8): 2341-2351 (2012) - [c21]Mine Berker, Tunga Güngör:
Using Genetic Algorithms with Lexical Chains for Automatic Text Summarization. ICAART (1) 2012: 595-600 - [c20]Adem Efe Gencer, Tunga Gungor, Asli Gurer, A. Sumru Özsoy:
Input-evaluation: A new mechanism for collecting data using games with a purpose. ISCC 2012: 239-244 - [c19]Adem Efe Gencer, Tunga Güngör, Asli Gurer, A. Sumru Özsoy:
Input evaluation: A new mechanism for collecting data using games with a purpose. SIU 2012: 1-4 - 2011
- [j7]Hasim Sak, Tunga Güngör, Murat Saraclar:
Resources for Turkish morphological processing. Lang. Resour. Evaluation 45(2): 249-261 (2011) - [c18]Hasim Sak, Murat Saraclar, Tunga Gungor:
Discriminative reranking of ASR hypotheses with morpholexical and N-best-list features. ASRU 2011: 202-207 - 2010
- [j6]Levent Özgür, Tunga Güngör:
Text classification with the support of pruned dependency patterns. Pattern Recognit. Lett. 31(12): 1598-1607 (2010) - [c17]Onur Güngör, Tunga Güngör:
Morphological Annotation of a Corpus with a Collaborative Multiplayer Game. CICLing 2010: 74-85 - [c16]F. Canan Pembe, Tunga Güngör:
A Tree Learning Approach to Web Document Sectional Hierarchy Extraction. ICAART (1) 2010: 447-450 - [c15]Hasim Sak, Murat Saraclar, Tunga Güngör:
Morphology-based and sub-word language modeling for Turkish speech recognition. ICASSP 2010: 5402-5405 - [c14]Hasim Sak, Murat Saraclar, Tunga Güngör:
On-the-fly lattice rescoring for real-time automatic speech recognition. INTERSPEECH 2010: 2450-2453 - [c13]C. Acar Erkek, Tunga Güngör:
Using Mixture of Experts Method in Combining Search-Guiding Heuristics for Theorem Proving. ISCIS 2010: 7-10 - [r1]Tunga Güngör:
Part-of-Speech Tagging. Handbook of Natural Language Processing 2010: 205-235
2000 – 2009
- 2009
- [j5]Hasan Mesut Meral, Bülent Sankur, A. Sumru Özsoy, Tunga Güngör, Emre Sevinç:
Natural language watermarking via morphosyntactic alterations. Comput. Speech Lang. 23(1): 107-125 (2009) - [j4]F. Canan Pembe, Tunga Güngör:
Structure-preserving and query-biased document summarisation for web searching. Online Inf. Rev. 33(4): 696-719 (2009) - [c12]Hasim Sak, Tunga Güngör, Murat Saraclar:
A Stochastic Finite-State Morphological Parser for Turkish. ACL/IJCNLP (2) 2009: 273-276 - [c11]Hasim Sak, Murat Saraclar, Tunga Güngör:
Integrating morphology into automatic speech recognition. ASRU 2009: 354-358 - [c10]Serafettin Tasci, Tunga Gungor:
LDA-based keyword selection in text categorization. ISCIS 2009: 230-235 - 2008
- [j3]Ali Çiltik, Tunga Güngör:
Time-efficient spam e-mail filtering using n-gram models. Pattern Recognit. Lett. 29(1): 19-33 (2008) - [c9]Hasim Sak, Tunga Güngör, Murat Saraclar:
Turkish Language Resources: Morphological Parser, Morphological Disambiguator and Web Corpus. GoTAL 2008: 417-427 - 2007
- [c8]Hasim Sak, Tunga Güngör, Murat Saraclar:
Morphological Disambiguation of Turkish Text with Perceptron Algorithm. CICLing 2007: 107-118 - [c7]Tunga Güngör, Ali Çiltik:
Developing Methods and Heuristics with Low Time Complexities for Filtering Spam Messages. NLDB 2007: 35-47 - [c6]Hasan Mesut Meral, Emre Sevinç, Ersin Ünkar, Bülent Sankur, A. Sumru Özsoy, Tunga Güngör:
Syntactic tools for text watermarking. Security, Steganography, and Watermarking of Multimedia Contents 2007: 65050X - 2006
- [c5]Arzucan Özgür, Tunga Güngör:
Classification of Skewed and Homogenous Document Corpora with Class-Based and Corpus-Based Keywords. KI 2006: 91-101 - 2005
- [c4]Hasim Sak, Tunga Gungor, Yasar Safkan:
Generation of synthetic speech from Turkish text. EUSIPCO 2005: 1-4 - [c3]Arzucan Özgür, Levent Özgür, Tunga Güngör:
Text Categorization with Class-Based and Corpus-Based Keyword Selection. ISCIS 2005: 606-615 - [e1]Pinar Yolum, Tunga Güngör, Fikret S. Gürgen, Can C. Özturan:
Computer and Information Sciences - ISCIS 2005, 20th International Symposium, Istanbul, Turkey, October 26-28, 2005, Proceedings. Lecture Notes in Computer Science 3733, Springer 2005, ISBN 3-540-29414-7 [contents] - 2004
- [j2]Levent Özgür, Tunga Güngör, Fikret S. Gürgen:
Adaptive anti-spam filtering for agglutinative languages: a special case for Turkish. Pattern Recognit. Lett. 25(16): 1819-1831 (2004) - [c2]Levent Özgür, Tunga Güngör, Fikret S. Gürgen:
Spam Mail Detection Using Artificial Neural Network and Bayesian Filter. IDEAL 2004: 505-510 - [c1]Tunga Güngör:
Generation of Sentence Parse Trees Using Parts of Speech. KI 2004: 56-66
1990 – 1999
- 1995
- [b1]Tunga Güngör:
Computer processing of Turkish: Morphological and lexical investigation. Boğaziçi University, Turkey, 1995 - 1992
- [j1]Selahattin Kuru, Tunga Gungor:
Sign analysis technique for predicting system behavior. Int. J. Intell. Syst. 7(5): 419-444 (1992)
Coauthor Index
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