Retrieval augmented generation (rag) and beyond: A comprehensive survey on how to make your llms use external data more wisely

S Zhao, Y Yang, Z Wang, Z He, LK Qiu… - arXiv preprint arXiv …, 2024 - arxiv.org
Large language models (LLMs) augmented with external data have demonstrated
remarkable capabilities in completing real-world tasks. Techniques for integrating external …

Generative Models for Automatic Medical Decision Rule Extraction from Text

Y He, B Tang, X Wang - Proceedings of the 2024 Conference on …, 2024 - aclanthology.org
Medical decision rules play a key role in many clinical decision support systems (CDSS).
However, these rules are conventionally constructed by medical experts, which is expensive …

ECNU-LLM@ CHIP-PromptCBLUE: Prompt Optimization and In-Context Learning for Chinese Medical Tasks

H Zheng, M Guan, Y Mei, Y Li, Y Wu - China Health Information Processing …, 2023 - Springer
Our team, ECNU-LLM, presents a method of in-context learning for enhancing the
performance of large language models without fine-tuning in the 9th China Health …