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Collections including paper arxiv:2306.08302

DiffKG: Knowledge Graph Diffusion Model for Recommendation

Paper • 2312.16890 • Published Dec 28, 2023 • 2
Unifying Large Language Models and Knowledge Graphs: A Roadmap

Paper • 2306.08302 • Published Jun 14, 2023 • 3
Talk like a Graph: Encoding Graphs for Large Language Models

Paper • 2310.04560 • Published Oct 6, 2023 • 4
A Benchmark to Understand the Role of Knowledge Graphs on Large Language Model's Accuracy for Question Answering on Enterprise SQL Databases

Paper • 2311.07509 • Published Nov 13, 2023 • 2

GraphRAG Papers

Research at the intersection of graphs and AI.

HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking

Paper • 2505.02322 • Published May 5, 2025 • 1
Affordable AI Assistants with Knowledge Graph of Thoughts

Paper • 2504.02670 • Published Apr 3, 2025 • 2
PolyG: Effective and Efficient GraphRAG with Adaptive Graph Traversal

Paper • 2504.02112 • Published Apr 2, 2025 • 2
Retrieval-Augmented Generation with Hierarchical Knowledge

Paper • 2503.10150 • Published Mar 13, 2025 • 2

WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia

Paper • 2305.14292 • Published May 23, 2023
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge Gaps

Paper • 2312.07796 • Published Dec 12, 2023
RAGAS: Automated Evaluation of Retrieval Augmented Generation

Paper • 2309.15217 • Published Sep 26, 2023 • 4
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering

Paper • 2210.02627 • Published Oct 6, 2022

Knowledge graph

Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs

Paper • 2309.03118 • Published Sep 6, 2023 • 2
Head-to-Tail: How Knowledgeable are Large Language Models (LLM)? A.K.A. Will LLMs Replace Knowledge Graphs?

Paper • 2308.10168 • Published Aug 20, 2023 • 2
MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models

Paper • 2308.09729 • Published Aug 17, 2023 • 6
Symbolic Knowledge Distillation: from General Language Models to Commonsense Models

Paper • 2110.07178 • Published Oct 14, 2021 • 1

KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval

Paper • 2310.15511 • Published Oct 24, 2023 • 5
ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search

Paper • 2310.13227 • Published Oct 20, 2023 • 15
Reverse Chain: A Generic-Rule for LLMs to Master Multi-API Planning

Paper • 2310.04474 • Published Oct 6, 2023 • 2
AgentTuning: Enabling Generalized Agent Abilities for LLMs

Paper • 2310.12823 • Published Oct 19, 2023 • 36

Intersection of Knowledge Graphs and LLMs

Unifying Large Language Models and Knowledge Graphs: A Roadmap

Paper • 2306.08302 • Published Jun 14, 2023 • 3

Large Language models and Knowledge graphs

Unifying Large Language Models and Knowledge Graphs: A Roadmap

Paper • 2306.08302 • Published Jun 14, 2023 • 3
StructGPT: A General Framework for Large Language Model to Reason over Structured Data

Paper • 2305.09645 • Published May 16, 2023 • 1
A Comprehensive Survey on Graph Neural Networks

Paper • 1901.00596 • Published Jan 3, 2019 • 2
Towards Graph Foundation Models: A Survey and Beyond

Paper • 2310.11829 • Published Oct 18, 2023 • 2

knowledge-graphs

Unifying Large Language Models and Knowledge Graphs: A Roadmap

Paper • 2306.08302 • Published Jun 14, 2023 • 3

Ada-Instruct: Adapting Instruction Generators for Complex Reasoning

Paper • 2310.04484 • Published Oct 6, 2023 • 5
Diversity of Thought Improves Reasoning Abilities of Large Language Models

Paper • 2310.07088 • Published Oct 11, 2023 • 5
Adapting Large Language Models via Reading Comprehension

Paper • 2309.09530 • Published Sep 18, 2023 • 81
Democratizing Reasoning Ability: Tailored Learning from Large Language Model

Paper • 2310.13332 • Published Oct 20, 2023 • 16

DiffKG: Knowledge Graph Diffusion Model for Recommendation

Paper • 2312.16890 • Published Dec 28, 2023 • 2
Unifying Large Language Models and Knowledge Graphs: A Roadmap

Paper • 2306.08302 • Published Jun 14, 2023 • 3
Talk like a Graph: Encoding Graphs for Large Language Models

Paper • 2310.04560 • Published Oct 6, 2023 • 4
A Benchmark to Understand the Role of Knowledge Graphs on Large Language Model's Accuracy for Question Answering on Enterprise SQL Databases

Paper • 2311.07509 • Published Nov 13, 2023 • 2

Intersection of Knowledge Graphs and LLMs

Unifying Large Language Models and Knowledge Graphs: A Roadmap

Paper • 2306.08302 • Published Jun 14, 2023 • 3

GraphRAG Papers

Research at the intersection of graphs and AI.

HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking

Paper • 2505.02322 • Published May 5, 2025 • 1
Affordable AI Assistants with Knowledge Graph of Thoughts

Paper • 2504.02670 • Published Apr 3, 2025 • 2
PolyG: Effective and Efficient GraphRAG with Adaptive Graph Traversal

Paper • 2504.02112 • Published Apr 2, 2025 • 2
Retrieval-Augmented Generation with Hierarchical Knowledge

Paper • 2503.10150 • Published Mar 13, 2025 • 2

Large Language models and Knowledge graphs

Unifying Large Language Models and Knowledge Graphs: A Roadmap

Paper • 2306.08302 • Published Jun 14, 2023 • 3
StructGPT: A General Framework for Large Language Model to Reason over Structured Data

Paper • 2305.09645 • Published May 16, 2023 • 1
A Comprehensive Survey on Graph Neural Networks

Paper • 1901.00596 • Published Jan 3, 2019 • 2
Towards Graph Foundation Models: A Survey and Beyond

Paper • 2310.11829 • Published Oct 18, 2023 • 2

WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia

Paper • 2305.14292 • Published May 23, 2023
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge Gaps

Paper • 2312.07796 • Published Dec 12, 2023
RAGAS: Automated Evaluation of Retrieval Augmented Generation

Paper • 2309.15217 • Published Sep 26, 2023 • 4
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering

Paper • 2210.02627 • Published Oct 6, 2022

knowledge-graphs

Unifying Large Language Models and Knowledge Graphs: A Roadmap

Paper • 2306.08302 • Published Jun 14, 2023 • 3

Knowledge graph

Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs

Paper • 2309.03118 • Published Sep 6, 2023 • 2
Head-to-Tail: How Knowledgeable are Large Language Models (LLM)? A.K.A. Will LLMs Replace Knowledge Graphs?

Paper • 2308.10168 • Published Aug 20, 2023 • 2
MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models

Paper • 2308.09729 • Published Aug 17, 2023 • 6
Symbolic Knowledge Distillation: from General Language Models to Commonsense Models

Paper • 2110.07178 • Published Oct 14, 2021 • 1

Ada-Instruct: Adapting Instruction Generators for Complex Reasoning

Paper • 2310.04484 • Published Oct 6, 2023 • 5
Diversity of Thought Improves Reasoning Abilities of Large Language Models

Paper • 2310.07088 • Published Oct 11, 2023 • 5
Adapting Large Language Models via Reading Comprehension

Paper • 2309.09530 • Published Sep 18, 2023 • 81
Democratizing Reasoning Ability: Tailored Learning from Large Language Model

Paper • 2310.13332 • Published Oct 20, 2023 • 16

KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval

Paper • 2310.15511 • Published Oct 24, 2023 • 5
ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search

Paper • 2310.13227 • Published Oct 20, 2023 • 15
Reverse Chain: A Generic-Rule for LLMs to Master Multi-API Planning

Paper • 2310.04474 • Published Oct 6, 2023 • 2
AgentTuning: Enabling Generalized Agent Abilities for LLMs

Paper • 2310.12823 • Published Oct 19, 2023 • 36

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