5 papers
The Failure Happens Before the Drift: The Social Dynamics of Values in LLM Agent Societies
Farah Atif, Sougata Saha, Monojit Choudhury
Large Language Model (LLM)-based agents are increasingly used as proxies for human participants in social science research, yet it remains unclear whether they can faithfully simul…
The Shape of Power: A Multilingual Framework for Social Power Reasoning in Dialogues
Farah Atif, Sougata Saha, Monojit Choudhury
Social power plays a fundamental role in shaping human interaction, yet computational studies of power remain limited to narrow linguistic and cultural settings. Existing datasets…
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…
Sacred or Synthetic? Evaluating LLM Reliability and Abstention for Religious Questions
Farah Atif, Nursultan Askarbekuly, Kareem Darwish +1
Despite the increasing usage of Large Language Models (LLMs) in answering questions in a variety of domains, their reliability and accuracy remain unexamined for a plethora of doma…
Commonsense Reasoning in Arab Culture
Abdelrahman Sadallah, Junior Cedric Tonga, Khalid Almubarak +7
Despite progress in Arabic large language models, such as Jais and AceGPT, their evaluation on commonsense reasoning has largely relied on machine-translated datasets, which lack c…