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Collections including paper arxiv:2405.14831

GraphRAG Papers

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

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

Planning-with-LLM

Octo-planner: On-device Language Model for Planner-Action Agents

Paper • 2406.18082 • Published Jun 26, 2024 • 48
Adaptable Logical Control for Large Language Models

Paper • 2406.13892 • Published Jun 19, 2024 • 1
SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation

Paper • 2406.19215 • Published Jun 27, 2024 • 31
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models

Paper • 2405.14831 • Published May 23, 2024 • 5

HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models

Paper • 2405.14831 • Published May 23, 2024 • 5
DSPy Assertions: Computational Constraints for Self-Refining Language Model Pipelines

Paper • 2312.13382 • Published Dec 20, 2023 • 3

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 • 14
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

RPG: A Repository Planning Graph for Unified and Scalable Codebase Generation

Paper • 2509.16198 • Published Sep 19, 2025 • 126
SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?

Paper • 2509.16941 • Published Sep 21, 2025 • 21
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models

Paper • 2303.08896 • Published Mar 15, 2023 • 4
From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Paper • 2404.16130 • Published Apr 24, 2024 • 7

LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs

Paper • 2406.15319 • Published Jun 21, 2024 • 64
An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation

Paper • 2406.01549 • Published Jun 3, 2024
Retrieval Oriented Masking Pre-training Language Model for Dense Passage Retrieval

Paper • 2210.15133 • Published Oct 27, 2022
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models

Paper • 2405.14831 • Published May 23, 2024 • 5

Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering

Paper • 2204.04581 • Published Apr 10, 2022 • 1
Retrieval-Augmented Multimodal Language Modeling

Paper • 2211.12561 • Published Nov 22, 2022 • 1
When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories

Paper • 2212.10511 • Published Dec 20, 2022 • 1
Memorizing Transformers

Paper • 2203.08913 • Published Mar 16, 2022 • 2

GraphRAG Papers

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

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

RPG: A Repository Planning Graph for Unified and Scalable Codebase Generation

Paper • 2509.16198 • Published Sep 19, 2025 • 126
SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?

Paper • 2509.16941 • Published Sep 21, 2025 • 21
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models

Paper • 2303.08896 • Published Mar 15, 2023 • 4
From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Paper • 2404.16130 • Published Apr 24, 2024 • 7

Planning-with-LLM

Octo-planner: On-device Language Model for Planner-Action Agents

Paper • 2406.18082 • Published Jun 26, 2024 • 48
Adaptable Logical Control for Large Language Models

Paper • 2406.13892 • Published Jun 19, 2024 • 1
SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation

Paper • 2406.19215 • Published Jun 27, 2024 • 31
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models

Paper • 2405.14831 • Published May 23, 2024 • 5

LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs

Paper • 2406.15319 • Published Jun 21, 2024 • 64
An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation

Paper • 2406.01549 • Published Jun 3, 2024
Retrieval Oriented Masking Pre-training Language Model for Dense Passage Retrieval

Paper • 2210.15133 • Published Oct 27, 2022
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models

Paper • 2405.14831 • Published May 23, 2024 • 5

HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models

Paper • 2405.14831 • Published May 23, 2024 • 5
DSPy Assertions: Computational Constraints for Self-Refining Language Model Pipelines

Paper • 2312.13382 • Published Dec 20, 2023 • 3

Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering

Paper • 2204.04581 • Published Apr 10, 2022 • 1
Retrieval-Augmented Multimodal Language Modeling

Paper • 2211.12561 • Published Nov 22, 2022 • 1
When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories

Paper • 2212.10511 • Published Dec 20, 2022 • 1
Memorizing Transformers

Paper • 2203.08913 • Published Mar 16, 2022 • 2

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 • 14
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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