| 2026 | CoNLL | From Dependency to CCG to Incremental CCG: Approaches to Flexible Word Order in Turkish. | zge Bakay, Oguz Kerem Yildiz, Rajesh Bhatt, Brian Dillon, Olcay Taner Yildiz |
| 2025 | COLING | In-Depth Analysis of Arabic-Origin Words in the Turkish Morpholex. | Mounes Zaval, Abdullah Ihsanoglu, Asim Ersoy, Olcay Taner Yildiz |
| 2023 | INISTA | Point of Sale Fraud Detection Methods via Machine Learning. | Emre Begen, Ismail Utku Sayan, Ahmet Tugrul Bayrak, Olcay Taner Yildiz |
| 2022 | LREC | A Learning-Based Dependency to Constituency Conversion Algorithm for the Turkish Language. | Bsra Marsan, Oguz Kerem Yildiz, Asli Kuzgun, Neslihan Cesur, Arife Betl Yenice, Ezgi Saniyar, Oguzhan Kuyruku, Bilge Nas Arican, Olcay Taner Yildiz |
| 2021 | EACL | FrameForm: An Open-source Annotation Interface for FrameNet. | Bsra Marsan, Olcay Taner Yildiz |
| 2021 | RANLP | From Constituency to UD-Style Dependency: Building the First Conversion Tool of Turkish. | Asli Kuzgun, Oguz Kerem Yildiz, Neslihan Cesur, Bsra Marsan, Arife Betl Yenice, Ezgi Saniyar, Oguzhan Kuyruku, Bilge Nas Arican, Olcay Taner Yildiz |
| 2020 | LREC | TRopBank: Turkish PropBank V2.0. | Neslihan Kara, Deniz Baran Aslan, Bsra Marsan, zge Bakay, Koray Ak, Olcay Taner Yildiz |
| 2019 | RANLP | Automatic Propbank Generation for Turkish. | Koray Ak, Olcay Taner Yildiz |
| 2019 | RANLP | An Open, Extendible, and Fast Turkish Morphological Analyzer. | Olcay Taner Yildiz, Begm Avar, Gkhan Ercan |
| 2018 | COLING | AnlamVer: Semantic Model Evaluation Dataset for Turkish - Word Similarity and Relatedness. | Gkhan Ercan, Olcay Taner Yildiz |
| 2016 | ICPR | Incremental construction of rule ensembles using classifiers produced by different class orderings. | Olcay Taner Yildiz, Aydin Ulas |
| 2016 | ICPRAM | English-Turkish Parallel Treebank with Morphological Annotations and its Use in Tree-based SMT. | Onur Grgn, Olcay Taner Yildiz, Ercan Solak, Razieh Ehsani |
| 2015 | CICLING | Chunking in Turkish with Conditional Random Fields. | Olcay Taner Yildiz, Ercan Solak, Razieh Ehsani, Onur Grgn |
| 2014 | ACL | Constructing a Turkish-English Parallel TreeBank. | Olcay Taner Yildiz, Ercan Solak, Onur Grgn, Razieh Ehsani |
| 2014 | ICPR | Budding Trees. | Ozan Irsoy, Olcay Taner Yildiz, Ethem Alpaydin |
| 2014 | ICPR | VC-Dimension of Rule Sets. | Olcay Taner Yildiz |
| 2014 | ICPRAM | Bilingual Software Requirements Tracing using Vector Space Model. | Olcay Taner Yildiz, Ahmet Okutan, Ercan Solak |
| 2013 | ICPRAM | A Novel Regression Method for Software Defect Prediction with Kernel Methods. | Ahmet Okutan, Olcay Taner Yildiz |
| 2012 | ICPR | Searching for the optimal ordering of classes in rule induction. | Sezin Ata, Olcay Taner Yildiz |
| 2012 | ICPR | Soft decision trees. | Ozan Irsoy, Olcay Taner Yildiz, Ethem Alpaydin |
| 2012 | ICPRAM | On the VC-Dimension of Univariate Decision Trees. | Olcay Taner Yildiz |
| 2010 | ICPR | Feature Extraction from Discrete Attributes. | Olcay Taner Yildiz |
| 2009 | ICMLA | An Incremental Model Selection Algorithm Based on Cross-Validation for Finding the Architecture of a Hidden Markov Model on Hand Gesture Data Sets. | Aydin Ulas, Olcay Taner Yildiz |
| 2000 | ICML | Linear Discriminant Trees. | Olcay Taner Yildiz, Ethem Alpaydin |