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cs.CL2026
ARCHead: Activation-Metric Residual Correction for Large Language Model Output Heads
Şuayp Talha Kocabay, Talha Rüzgar Akkuş, Kamer Ali Yuksel
Weight-only quantization substantially reduces the storage of large language model (LLM) transformer blocks, but practical backends often retain the final language-modeling head (L…
cs.CL2026
Diffutron: A Masked Diffusion Language Model for Turkish Language
Şuayp Talha Kocabay, Talha Rüzgar Akkuş
Masked Diffusion Language Models (MDLMs) have emerged as a compelling non-autoregressive alternative to standard large language models; however, their application to morphologicall…
cs.CL2025
Enhancing Human-Like Responses in Large Language Models
Ethem Yağız Çalık, Talha Rüzgar Akkuş
This paper explores the advancements in making large language models (LLMs) more human-like. We focus on techniques that enhance natural language understanding, conversational cohe…