| 2025 | COLING | A REGNLP Framework: Developing Retrieval-Augmented Generation for Regulatory Document Analysis. | Ozan Bayer, Elif Nehir Ulu, Yasemin Sarkin, Ekrem St, Defne Buse elik, Alper Karamanlioglu, Ismail Karakaya, Berkan Demirel |
| 2025 | COLING | Enhancing Regulatory Compliance Through Automated Retrieval, Reranking, and Answer Generation. | Kbranur Umar, Hakan Dogan, Onur zcan, Ismail Karakaya, Alper Karamanlioglu, Berkan Demirel |
| 2025 | RANLP | PoliStance-TR: A Dataset for Turkish Stance Detection in Political Domain. | Muhammed Cihat nal, Yasemin Sarkin, Alper Karamanlioglu, Berkan Demirel |
| 2023 | CVPR | Meta-Tuning Loss Functions and Data Augmentation for Few-Shot Object Detection. | Berkan Demirel, Orhun Bugra Baran, Ramazan Gokberk Cinbis |
| 2019 | BMVC | Image Captioning with Unseen Objects. | Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis |
| 2019 | ICIP | Learning Visually Consistent Label Embeddings for Zero-Shot Learning. | Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis |
| 2019 | IGARSS | Comparison of Target Detection Performance for Radiance and Reflectance Domain in VNIR Hyperspectral Images. | Omer Ozdil, Ahmet Gnes, Yunus Emre Esin, Berkan Demirel, Safak Ozturk |
| 2018 | BMVC | Zero-Shot Object Detection by Hybrid Region Embedding. | Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis |
| 2018 | IGARSS | Representative Signature Generation for Plant Detection in Hyperspectral Images. | Omer Ozdil, Yunus Emre Esin, Berkan Demirel, Safak Ozturk |
| 2017 | ICCV | Attributes2Classname: A Discriminative Model for Attribute-Based Unsupervised Zero-Shot Learning. | Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis |