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Retrieval-Enhanced Machine Learning: Synthesis and Opportunities
Retrieval-enhanced machine learning (REML) refers to the use of information retrieval
methods to support reasoning and inference in machine learning tasks. Although relatively …
methods to support reasoning and inference in machine learning tasks. Although relatively …
A Survey of Model Architectures in Information Retrieval
This survey examines the evolution of model architectures in information retrieval (IR),
focusing on two key aspects: backbone models for feature extraction and end-to-end system …
focusing on two key aspects: backbone models for feature extraction and end-to-end system …
NavRAG: Generating User Demand Instructions for Embodied Navigation through Retrieval-Augmented LLM
Vision-and-Language Navigation (VLN) is an essential skill for embodied agents, allowing
them to navigate in 3D environments following natural language instructions. High …
them to navigate in 3D environments following natural language instructions. High …