Ph.D. Theses
- Işıksu Ekşioğlu,
Structurally Enriched Effective Transformers for Turkish, 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)
- Murat Elifoğlu, A
Commonsense-Driven Transformer Model for Automatic Story Generation, Boğaziçi University. (continuing)
- Emrah Budur, An End-to-End
Domain-Aware Contextual Understanding Goal-Oriented Dialogue System, Boğaziçi University. (continuing)
- Ali Erkan, Developing a Learning
Ontology for Service Reviews and Ontology-Based Search Engine, Boğaziçi
University. (continuing)
- 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:
Suzan Üsküdarlı)
- 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.
- Hasim Sak, Integrating
Morphology into Automatic Speech Recognition: Morpholexical and Discriminative
Language Models for Turkish, Bogaziçi
University, 2011.
- Canan Pembe, Automated
Query-Biased and Structure-Preserving Document Summarization for Web Search
Tasks, Bogaziçi University, 2010.
- Levent Özgür, Improving
Text Classification Performance with the Analysis of Lexical Dependencies and
Class-based Feature Selection, Bogaziçi University, 2010.
M.S. Theses
- Buse Ak, Deep Learning Based
Preprocessing Tools for Turkish Natural Language Processing, Boğaziçi University. (continuing)
- 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, Analysis
of Word Dependency Relations and Subword Models in Abstractive Text
Summarization, 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, Bogaziçi University, 2014.
- Cem Rıfkı Aydın, An
Approach for Dictionary-Based Concept Mining in Turkish, Bogaziçi University, 2013.
- Kerem Celik, A
Comprehensive Analysis of Using Wordnet, Part-of-speech Tagging, and Word Sense
Disambiguation in Text Categorization, Bogaziçi University, 2012.
- Mine Berker, Using
Genetic Algorithms with Lexical Chains for Automatic Text Summarizatıon, Bogaziçi University, 2011.
- Ece Ozbilen, Improving
Text Categorization Performance by Combining Feature Selection Methods, Bogaziçi University, 2011.
- Meryem Uzun, Developing
a Concept Extraction System for Turkish, Bogaziçi University, 2011.
- Acar Erkek, Mixture
of Experts Learning in Automated Theorem Proving, Bogaziçi University,
2010.
- Önder Eker, Parser
Evaluation using Textual Entailments, Bogaziçi University, 2009.
- Onur Güngör, Morphological
Annotation of a Corpus with a Collaborative Multiplayer Game,
- Pinar Kavak, Development
of a Translation Memory System for Turkish to English,
- Ugur Ozdemir, Methodology
for Crew-Pairing Problem in Airline Crew Scheduling,
- Serafettin Tasçi, An
Evaluation of Existing and New Feature Selection Metrics in Automatic Text
Categorization,
- Ali Çiltik, Time
Efficient Spam E-Mail Filtering For Turkish,
- Hasim Sak, A
Corpus-Based Concatenative Speech Synthesis System for Turkish,
- Levent Özgür, Adaptive
Anti-Spam Filtering Based on Turkish Morphological Analysis, Artificial Neural
Networks and Bayes Filtering,
- M. Serkan Erdur, An
Artificial Life Implementation Using Different Techniques of Artificial Neural
Networks,
- Metin Senkal, An
Approach for Machine Translation Between Turkish and Spanish,
- Onur Kardes, Forming
Semantics of Turkish Texts in an Application Area, Bogaziçi University,
2002.
Undergraduate Projects
- Turkish Preprocessing Operations Using Deep Learning
Approaches
- Building a Word Embeddings Repository for Turkish
- Automatic Product Review Generation for Turkish
- Twitter Sentiment Analysis for Brands and Corporations
- Binârî: A Poetry Generation System for Ghazals
- Turkish-English Machine Translation System
- Relation Extraction in Turkish
- Comparative Sentence Analysis in Turkish Documents
- Developing New Methods for Evaluation of Document Summaries
- Word Sense Disambiguation using WordNet
- Automated Curation of a Dataset for Named Entity Recognition from
Wikipedia
- A Turkish Chatbot for Administrative Inquiries in
Bogazici University
- Chord Progression and Music Estimation Using LSTM
Networks
- Extractive Text Summarization
- A Sentiment Analysis System
- Identification of Properties of Architectures Using Machine Learning
Techniques
- A Recommendation Engine for Cafes
- Developing a Centroid-Based Classification Model for Text Categorization
- Tuning of Chess Evaluation Function by Using Genetic Algorithms
- Developing a Natural Language Processing Application Using Game Playing
Techniques
- Developing an Adaptive Chess Program
- Unsupervised Segmentation of Words into Morphemes
- Developing Methods for Part of Speech Tagging in Turkish
- Development
of an Adaptive Chess Program
- Developing a Software for Turkish Spam Mail Filtering
- Parsing Turkish Sentences for Natural Language
Watermarking
- Developing Methods for Word Sense Disambiguation
- Turkish-English Sentence Alignment
- Part of Speech Tagger for Turkish
- Turkish Word Sense Disambiguation Using WordNet
- Semantic Categorization of Turkish Language Elements
- Comparison of Methodologies in Automated Theorem
Proving on Theorems from Group Theory
- What Is Science?
- Building an AI System for a Hypothetical World
- Investigation of an Expert System