Efficient Semantic Retrieval via Multilingual Embeddings and Reranking
Yılmaz, R. E., Taysi, M. A., Özmen, A. İ. , İnce, G. — International Symposium on Innovations in Intelligent Systems and Applications (INISTA 2025), IEEE, 2025
Semantic RetrievalRerankingMultilingualHybridBEIR
Grounded Answer Generation over Multimodal Financial Records via Semantic Indexing
Yılmaz, R. E., Taysi, M. A., Özmen, A. İ. , İnce, G. — 10th International Conference on Computer Science and Engineering (UBMK 2025), IEEE, 2025
RAGMultimodalJudge LLMsGrounded QASemantic IndexingFinance
Exploring vocal biomarkers as non-invasive fine-tuning assays of cardiovascular health: heart failure model
Yılmaz, M. B., Durmus, M., Yılmaz, R. E., Polat, Z. P., Colakoglu, S. — European Heart Journal, 45(Supplement 1), ehae666–987, 2024
Signal ProcessingFeature ExtractionPCAVoiceBiomarkersCardiology
Breast Cancer Detection Using Transformer and BiLSTM Based Ensemble Learning
Yılmaz, R. E., Serbes, G. — 31st Signal Processing and Communications Applications Conference (SIU), IEEE, 2023
TransformerBiLSTMEnsembleClassificationBreast Cancer