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 ...
IEEE

AI-Enhanced Rainfall Retrieval Using Commercial Microwave Links in 6G-IoT Networks: Advances, Challenges and Opportunities

Abstract: Escalating global climate change has intensified the urgent demand for high-precision, real-time rainfall monitoring. While rainfall retrieval based on commercial microwave links (CMLs) ...
GitHub

RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards

@article{li2024rag, title={RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards}, author={Li, Xinze and Mei, Sen and Liu, Zhenghao and Yan, Yukun and Wang, Shuo and Yu, ...