Communications of the ACMOpinion

Communication Bias in Large Language Models: A Regulatory Perspective

Though new regulatory frameworks address fairness, accountability, and safety in AI systems, they often fail to directly ...
E–The Environmental Magazine

SEO and Content A/B Testing Ideas

Optimizing content for search engines is essential for organizations working on environmental topics. This article explains SEO and content A/B testing and shows how these methods improve visibility ...
India West

USCIS Updates Naturalization Test, English Language Requirements

WASHINGTON, D.C.– The U.S. Citizenship and Immigration Services is implementing a new 2025 naturalization civics test as part of a major overhaul of its American citizenship standards. The agency, ...
IEEE

FedAdamZO: a Zeroth-order Adaptive Momentum Method for Memory-efficient Fine-tuning of Federated Large Language Models

Abstract: Due to the scarcity of high-quality data, the employment of Federated Learning (FL) for the fine-tuning task of Large Language Models (LLMs) has turned into a research hotspot. However, the ...
IEEE

MIRA: A Method of Federated Multi-Task Learning for Large Language Models

Abstract: In this letter, we introduce a method for fine-tuning Large Language Models (LLMs), inspired by Multi-Task learning in a federated manner. Our approach leverages the structure of each client ...