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…