[PDF][PDF] A comprehensive survey of small language models in the era of large language models: Techniques, enhancements, applications, collaboration with llms, and …

F Wang, Z Zhang, X Zhang, Z Wu, T Mo, Q Lu… - arXiv preprint arXiv …, 2024 - ai.radensa.ru
Large language models (LLM) have demonstrated emergent abilities in text generation,
question answering, and reasoning, facilitating various tasks and domains. Despite their …

The Need for Guardrails with Large Language Models in Medical Safety-Critical Settings: An Artificial Intelligence Application in the Pharmacovigilance Ecosystem

JB Hakim, JL Painter, D Ramcharran, V Kara… - arXiv preprint arXiv …, 2024 - arxiv.org
Large language models (LLMs) are useful tools with the capacity for performing specific
types of knowledge work at an effective scale. However, LLM deployments in high-risk and …

Reliability Issues of LLMs: ChatGPT a Case Study

A Majeed, SO Hwang - IEEE Reliability Magazine, 2024 - ieeexplore.ieee.org
ChatGPT is a groundbreaking artificial intelligence (AI) invention, and this technology will
see tremendous growth per the IEEE Computer Society's 2024 technology predictions …