2 papers
cs.CL2026
Jais 2: A Family of Arabic-Centric Open Large Language Models
Mohamed Anwar, Abed Alhakim Freihat, George Ibrahim +57
Jais 2 is a family of Arabic-centric large language models developed jointly by MBZUAI, Cerebras, and Inception, designed to advance Arabic-centric language modeling, with strong p…
cs.CL2026
LESS Is More: Mutual-Stability Sampling for Diffusion Language Models
Amr Mohamed, Guokan Shang, Michalis Vazirgiannis
Diffusion large language models (dLLMs) offer a promising alternative to autoregressive decoding by iteratively refining masked sequences, enabling parallel token updates and bidir…