IEEE

Adapting Large Language Models for Biomedicine though Retrieval-Augmented Generation with Documents Scoring

Abstract: By integrating the generative capabilities of Large Language Models (LLMs) with external biomedical knowledge repositories, Retrieval-Augmented Generation (RAG) offers significant potential ...
IEEE

Context-Aware Retrieval Augmented Generation Using Similarity Validation to Handle Context Inconsistencies in Large Language Models

Abstract: Large Language Models (LLMs) have transformed natural language processing by offering human-like responses. However, issues such as incorrect information (hallucinations) and errors in ...