3 papers
cs.AI2026
LAVOIR: Teaching a Single-Pass Decision Encoder When and What to Ask with Amortized Value of Information
Furkan Yilmaz, Habibe Aleyna Tasdemir, Muhammed Faruk Gozay
"System One" decision models such as TypeSafe's Jev and its open counterpart Laya answer typed questions about a text in a single forward pass with calibrated probabilities, but th…
cs.CL2026
MoganColBERT-TR: A Late-Interaction Multi-Vector Retrieval Model for Turkish
Furkan Yilmaz, Habibe Aleyna Tasdemir, Muhammed Faruk Gozay
We previously reported a ModernBERT encoder trained from scratch for Turkish (MoganBERT-TR) and a single-vector embedding model built on top of it (MoganBERT-embed). This work intr…
cs.CL2026
MoganBert-TR: A Turkish Encoder Foundation Model Trained from Scratch with a CLM-to-MLM Curriculum
Furkan Yilmaz, Habibe Aleyna Tasdemir, Muhammed Faruk Gozay
Turkish encoder models have adopted modern architectures while leaving the pretraining objective fixed at masked language modelling. This paper introduces MoganBert-TR, a 149M-para…