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

3 papers

PreprintJournal Of Big Data2015

Deep learning applications and challenges in big data analytics

Maryam M. Najafabadi, Flavio Villanustre, Taghi M. Khoshgoftaar, et al.

Explores how deep learning addresses big data analytics challenges like pattern extraction, semantic indexing, and scalability.

2.6kFeb 23, 2015Retrieval Augmented Generation

Preprint2025

Ket-rag: A cost-efficient multi-granular indexing framework for graph-rag

Unknown

Proposes Ket-rag, a cost-efficient multi-granular indexing framework for Graph-RAG that reduces indexing costs while maintaining retrieval quality.

0Jan 1, 2025Retrieval 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