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Collections including paper arxiv:2410.08815

GraphRAG Papers

Research relating graphs and GenAI. For discussion, find dedicated threads on https://discord.gg/graphrag

PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths

Paper • 2502.14902 • Published 24 days ago • 1
Agentic Deep Graph Reasoning Yields Self-Organizing Knowledge Networks

Paper • 2502.13025 • Published 24 days ago • 1
A-MEM: Agentic Memory for LLM Agents

Paper • 2502.12110 • Published 25 days ago • 2
KARMA: Leveraging Multi-Agent LLMs for Automated Knowledge Graph Enrichment

Paper • 2502.06472 • Published Feb 10 • 2

LightRAG: Simple and Fast Retrieval-Augmented Generation

Paper • 2410.05779 • Published Oct 8, 2024 • 4
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization

Paper • 2410.08815 • Published Oct 11, 2024 • 48

WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning

Paper • 2411.02337 • Published Nov 4, 2024 • 35
Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models

Paper • 2411.04996 • Published Nov 7, 2024 • 51
Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 66
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization

Paper • 2410.08815 • Published Oct 11, 2024 • 48

For Human and Artificial Intelligence in Organizations

SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning

Paper • 2409.05556 • Published Sep 9, 2024 • 2
Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers

Paper • 2409.04109 • Published Sep 6, 2024 • 46
A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?

Paper • 2409.15277 • Published Sep 23, 2024 • 36
Learning Task Decomposition to Assist Humans in Competitive Programming

Paper • 2406.04604 • Published Jun 7, 2024 • 4

StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization

Paper • 2410.08815 • Published Oct 11, 2024 • 48

StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization

Paper • 2410.08815 • Published Oct 11, 2024 • 48
KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation

Paper • 2409.13731 • Published Sep 10, 2024 • 1
MemoRAG: Moving towards Next-Gen RAG Via Memory-Inspired Knowledge Discovery

Paper • 2409.05591 • Published Sep 9, 2024 • 31

StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization

Paper • 2410.08815 • Published Oct 11, 2024 • 48

StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization

Paper • 2410.08815 • Published Oct 11, 2024 • 48

StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization

Paper • 2410.08815 • Published Oct 11, 2024 • 48

StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization

Paper • 2410.08815 • Published Oct 11, 2024 • 48
SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval

Paper • 2412.15443 • Published Dec 19, 2024 • 9
RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement

Paper • 2412.12881 • Published Dec 17, 2024 • 2

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