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) — to appear (2025), 2025
To appear
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