3 papers
cs.CL2026
Comparing Chunking and Embedding Strategies for Turkish RAG Systems
Mustafa Sertaç Türkel, Fatma Nur Korkmaz, Ahmet Tuğrul Bayrak
Retrieval-Augmented Generation conditions a language model on chunks retrieved from a document collection. Its accuracy is therefore limited by the chunking and embedding stages th…
cs.CL2026
Real-TurnTurk: A Multimodal Turkish Corpus for Turn-Taking Prediction
Ahmet Tuğrul Bayrak, Fatma Nur Korkmaz, Bekir Berker Türker +2
Turn-taking is a basic organizational feature of human conversation and remains difficult to model in natural, synchronous dialog systems. While existing research has explored mult…
cs.CL2026
Syn-TurnTurk: A Synthetic Dataset for Turn-Taking Prediction in Turkish Dialogues
Ahmet Tuğrul Bayrak, Mustafa Sertaç Türkel, Fatma Nur Korkmaz
Managing natural dialogue timing is a significant challenge for voice-based chatbots. Most current systems usually rely on simple silence detection, which often fails because human…