Ph.D. Theses Offered
− Özgür Özdemir, Explainability of Multilingual Large Language Models in Cross-Lingual Probing Tasks, Boğaziçi University. (continuing)
− Fatih Öğün, Enhancing NLP-based Problem-Solving Abilities of Large Language Models using Hybrid Collaborative Learning and Transfer Techniques, Boğaziçi University. (continuing)
− Zeynep Balal, Improving English-Turkish Literary Machine Translation with Input Optimization and Decoding Methods, Boğaziçi University. (continuing)
− Gözde Aslantaş, Explainability of Transformers in Syntactic and Semantic Tasks for Morphologically Rich Languages, Boğaziçi University. (continuing)
− Gözde Berk, Multimodal Neural Machine Translation for Low Resource Languages, Boğaziçi University. (continuing)
− Emrah Budur, Domain-Aware Conversational Open Question Answering for Resource-Constrained Languages, Boğaziçi University, 2024.
− Ali Erkan, Aspect-Based Sentiment Analysis for Turkish Using Deep Learning Model Combinations, Boğaziçi University, 2024.
− Batuhan Baykara, Abstractive Text Summarization for Morphologically Rich Languages, Boğaziçi University, 2023.
− Betül Özateş, Deep Learning-based Dependency Parsing for Turkish, Boğaziçi University, 2022. (co-advisor)
− Onur Güngör, Neural Named Entity Recognition for Morphologically Rich Languages, Boğaziçi University, 2021. (co-advisor)
− Cem Rıfkı Aydın, Developing Sentiment Extraction Methods for Turkish Using Unsupervised Approaches, Boğaziçi University, 2020.
− Pınar Kavak, Developing New Approaches for Multi-Platform and Multi-Individual Genomic Sequence Assembly, Boğaziçi University, 2017.
− Haşim Sak, Integrating Morphology into Automatic Speech Recognition: Morpholexical and Discriminative Language Models for Turkish, Boğaziçi University, 2011.
− Canan Pembe, Automated Query-Biased and Structure-Preserving Document Summarization for Web Search Tasks, Boğaziçi University, 2010.
− Levent Özgür, Improving Text Classification Performance with the Analysis of Lexical Dependencies and Class-based Feature Selection, Boğaziçi University, 2010.
M.S. Theses Offered
− Rabia Gül Çelik, TweetIntent: Brand-Specific Customer Intent Analysis on Twitter, Boğaziçi University. (continuing)
− Mehmet Selman Baysan, TR-MTEB: A Comprehensive Benchmark and Embedding Model Suite for Turkish Sentence Representations, Boğaziçi University, 2025.
− Nureddin Cüneyd Ünal, A Computational Approach to Linguistic Relativity with Empirical Experimentation, Boğaziçi University, Cognitive Science, 2025. (co-advisor)
− Buse Ak, Deep Learning-Based Preprocessing Tools for Turkish Natural Language Processing, Boğaziçi University, 2024.
− Olgun Dursun, A Novel Framework for Morphological Processing of Turkish, Boğaziçi University, Cognitive Science, 2023.
− Emre Boran, Feature Analysis for Recommender Systems Using Transformer-based Architectures, Boğaziçi University, 2023.
− Esin Gedik, Solving Turkish Math Word Problems by Sequence-to-Sequence Encoder-Decoder Models, Boğaziçi University, 2022.
− Erencan Erkaya, A Comprehensive Analysis of Subword Tokenizers for Morphologically Rich Languages, Boğaziçi University, 2022.
− Haluk Karaevli, Enhancing Relation Classification by Using Shortest Dependency Paths Between Entities with Pre-trained Language Models, Boğaziçi University, 2022.
− Zeynep Yirmibeşoğlu, Morphologically Motivated Input Variations in Turkish-English Neural Machine Translation, Boğaziçi University, 2021.
− Ahmet Beka Özden, Developing and Analyzing an Abstractive Text Summarization System Using Switching Generator/Pointer Model, Boğaziçi University, 2021.
− Çağla Aksoy, Hierarchical Multitask Learning for Language Modeling with Transformers, Boğaziçi University, 2020.
− Gökçe Yeşiltaş, Intrinsic and Extrinsic Evaluation of Word Embedding Models, Boğaziçi University, 2019.
− Arif Sırrı Özçelik, Generating a Concept Relation Network for Turkish based on ConceptNet using Translational Methods, Boğaziçi University, 2019.
− Berna Erden, Identification of Verbal Multiword Expressions using Deep Learning Architectures and Representation Learning Methods, Boğaziçi University, 2019.
− Gözde Berk, Multilingual Identification of Verbal Multiword Expressions using Bidirectional Long Short-term Memory based Architectures, Boğaziçi University, 2019.
− Dilek Kayahan, Hybrid Translation System from Turkish Spoken Language to Turkish Sign Language, Boğaziçi University, 2019.
− Buse Buz, Developing a Statistical Turkish Sign Language Translation System for Primary School Students, Boğaziçi University, 2019.
− Arda Akdemir, Named Entity Recognition in Turkish Using Deep Learning Models and Joint Learning, Boğaziçi University, 2018.
− Murat Elifoğlu, Developing a Turkish Language Recommendation System based on User Conversations, Co-advisor, Boğaziçi University, 2018.
− Yağmur Aydın, A Rule-based Approach for Converting Wikipedia Content into Semantic Relations, Boğaziçi University, 2016.
− Caner Derici, Question Analysis and Information Retrieval for a Turkish Question Answering System: HazırCevap, Boğaziçi University, 2014.
− Cem Rıfkı Aydın, An Approach for Dictionary-Based Concept Mining in Turkish, Boğaziçi University, 2013.
− Kerem Çelik, A Comprehensive Analysis of Using Wordnet, Part-of-speech Tagging, and Word Sense Disambiguation in Text Categorization, Boğaziçi University, 2012.
− Mine Berker, Using Genetic Algorithms with Lexical Chains for Automatic Text Summarization, Boğaziçi University, 2011.
− Ece Özbilen, Improving Text Categorization Performance by Combining Feature Selection Methods, Boğaziçi University, 2011.
− Meryem Uzun, Developing a Concept Extraction System for Turkish, Boğaziçi University, 2011.
− Acar Erkek, Mixture of Experts Learning in Automated Theorem Proving, Boğaziçi University, 2010.
− Önder Eker, Parser Evaluation using Textual Entailments, Boğaziçi University, 2009.
− Onur Güngör, Morphological Annotation of a Corpus with a Collaborative Multiplayer Game, Boğaziçi University, 2009.
− Pınar Kavak, Development of a Translation Memory System for Turkish to English, Boğaziçi University, 2009.
− Uğur Özdemir, Methodology for Crew-Pairing Problem in Airline Crew Scheduling, Boğaziçi University, System and Control Engineering, 2009.
− Şerafettin Taşçı, An Evaluation of Existing and New Feature Selection Metrics in Automatic Text Categorization, Boğaziçi University, 2008.
− Ali Çıltık, Time Efficient Spam E-Mail Filtering For Turkish, Boğaziçi University, 2006.
− Haşim Sak, A Corpus-Based Concatenative Speech Synthesis System for Turkish, Boğaziçi University, 2004.
− Levent Özgür, Adaptive Anti-Spam Filtering Based on Turkish Morphological Analysis, Artificial Neural Networks and Bayes Filtering, Boğaziçi University, 2003.
− M. Serkan Erdur, An Artificial Life Implementation Using Different Techniques of Artificial Neural Networks, Boğaziçi University, 2003.
− Metin Şenkal, An Approach for Machine Translation Between Turkish and Spanish, Boğaziçi University, 2003.
− Onur Kardeş, Forming Semantics of Turkish Texts in an Application Area, Boğaziçi University, 2002.