IEEE

Federated Discrete Prompt Tuning for Language Models Using Synthetic Examples

Abstract: Effective prompt tuning is critical for using generative AI models, such as large language models (LLMs) and small language models (SLMs), for domain-specific tasks. However, optimizing ...
IEEE

A Scalable Machine Learning based Device Model with Mixture-of-Expert Neural Networks for Enhanced Accuracy and Efficiency

Abstract: This paper proposes a novel global modeling framework based on a Mixture of Experts (MoE) architecture to address the challenge that conventional compact global models face in capturing the ...
Harvard Medical School

Medical AI Models Need More Context To Prepare for the Clinic

A better model would take these factors into account to offer a more realistic recommendation, perhaps by providing an option ...

Medical AI models need more context to prepare for the clinic: Challenges and potential solutions

Medical artificial intelligence is a hugely appealing concept. In theory, models can analyze vast amounts of information, ...