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ufakzeka-karar: An Open Turkish Typed-Decision Model with Order-Invariant Option Scoring

Paper recorded by Signals 4 on 2026-10-05 in cs.CL. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-05 on arXiv · recorded by Signals 4 on 2026-10-06

Category: cs.CL · 自然语言处理 · first seen 2026-10-06

Abstract

ufakzeka-karar is an open Turkish decision model with 182,494,466 parameters. Given a Turkish text and questions of a fixed answer type (a choice, a level on an ordered scale, or yes or no), it returns a temperature-scaled probability for every option and an expected error that serves as a "not sure" signal, without generating text and in one CPU forward pass for up to ten options. Built on the la

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#322 most recent of 660 cs.CL papers we have recorded · ↑ newer: T-Search: An Open Agentic Retriever and Playground for Hard Multi-Step · ↓ older: Improving Diversity in LLM Short Story Generation
Cite this page: ufakzeka-karar: An Open Turkish Typed-Decision Model with Order-Invariant Option Scoring: the #322 most recent of 660 cs.CL papers we have recorded (as of 2026-10-05). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/ufakzeka-karar-an-open-turkish-typed-decision-model-with-order-invariant-option-.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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