AI Research

AI & ML Research Papers

A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.

All Papers

5 papers

PreprintEvidence-Based Nursing2018

A Comparison of Image Segmentation Algorithms

Caroline Pantofaru, Martial Hebert

This paper evaluates mean shift and graph-based segmentation algorithms using the Normalized Probabilistic Rand index for objective comparison.

129Jun 29, 2018

Preprint2024

To enhance graph-based retrieval-augmented generation (RAG) with robust retrieval techniques

Unknown

This paper proposes enhancing graph-based retrieval-augmented generation (RAG) with robust retrieval techniques to improve factual accuracy.

0Jan 1, 2024Retrieval Augmented Generation

Preprint2024

Medical graph rag: Towards safe medical large language model via graph retrieval-augmented generation

Junde Wu, Jiayuan Zhu, Yunli Qi

MedGraphRAG introduces a graph-based RAG framework to improve safety and accuracy of medical LLMs by structuring medical knowledge as a graph.

0Jan 1, 2024Large Language ModelsRetrieval Augmented Generation

arXiv

Preprint2025

Medical graph rag: Evidence-based medical large language model via graph retrieval-augmented generation

Unknown

MedGraphRAG enhances LLMs for evidence-based medical responses using a graph-based retrieval-augmented generation framework.

0Jan 1, 2025Large Language ModelsRetrieval Augmented Generation

Preprint2024

Lightrag: Simple and fast retrieval-augmented generation

Unknown

Lightrag introduces a graph-based indexing approach to enhance efficiency in retrieval-augmented generation for LLMs.

0Jan 1, 2024Retrieval Augmented Generation