Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 82 inbound Pith citation observations for arXiv:2408.08921.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-09T23:48:53.982195Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T20:00:08.612604Z
0 of 0 outbound references displayed
External citation measurements
No source-named external measurement is stored.
No outbound reference observations are available for this paper version.
Observation 7ad36ca4-c6b6-41f4-8faa-06244e2ff0d0 · inbound
Query-Aware Learnable Graph Pooling Tokens as Prompt for Large Language Models Graph Retrieval-Augmented Generation: A Survey
Reference 14
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Observation a7427262-7321-4bab-87ab-4f0a21bcf0d0 · inbound
RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval Defects Graph Retrieval-Augmented Generation: A Survey
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d70d7e43-78a5-4cbb-a56d-2bd68be1a601 · inbound
Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Graph Retrieval-Augmented Generation: A Survey
Reference 76
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a562a09a-6035-4ada-b9df-1f9e92fa0d18 · inbound
KET-RAG: A Cost-Efficient Multi-Granular Indexing Framework for Graph-RAG Graph Retrieval-Augmented Generation: A Survey
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation efbc7b89-37f8-409c-85d5-026eb8c3a11f · inbound
ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation Graph Retrieval-Augmented Generation: A Survey
Reference 44
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Observation 1b65b791-01bb-4ad2-8704-d16932a78957 · inbound
In-depth Analysis of Graph-based RAG in a Unified Framework Graph Retrieval-Augmented Generation: A Survey
Reference 70
Source-reported events for the cited work
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Observation 4fe496d5-e0a4-4139-8573-7137c2672973 · inbound
KG-HTC: Integrating Knowledge Graphs into LLMs for Effective Zero-shot Hierarchical Text Classification Graph Retrieval-Augmented Generation: A Survey
Reference 27
Source-reported events for the cited work
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Observation d28dd72d-acfa-41e5-8380-7be5842cf181 · inbound
Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Graph Retrieval-Augmented Generation: A Survey
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4bdc8c9c-4a86-45ff-a63a-7b0288070ceb · inbound
Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Graph Retrieval-Augmented Generation: A Survey
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 060dc8bf-12ba-44c0-b17a-46f5cf51c4b6 · inbound
Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models Graph Retrieval-Augmented Generation: A Survey
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbb3faad-cfe4-43f5-b9cd-901b62bf3e64 · inbound
Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph Walks Graph Retrieval-Augmented Generation: A Survey
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e2acc91-3ac7-42b4-8a51-8181b5fd34b9 · inbound
CRAKEN: Cybersecurity LLM Agent with Knowledge-Based Execution Graph Retrieval-Augmented Generation: A Survey
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 942f6a02-5b52-49a8-baec-22ee5fb573ce · inbound
Hypercube-Based Retrieval-Augmented Generation for Scientific Question-Answering Graph Retrieval-Augmented Generation: A Survey
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6597dc58-94ae-4348-b8b8-8761a9caae2d · inbound
UORA: Uniform Orthogonal Reinitialization Adaptation in Parameter-Efficient Fine-Tuning of Large Models Graph Retrieval-Augmented Generation: A Survey
Reference 2021
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3f37f4b-ecba-4968-9141-f2782bafdf3b · inbound
KnowTrace: Bootstrapping Iterative Retrieval-Augmented Generation with Structured Knowledge Tracing Graph Retrieval-Augmented Generation: A Survey
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 22cc2fb2-ea92-44df-83d0-c4b02f59d4bd · inbound
Climate Finance Bench Graph Retrieval-Augmented Generation: A Survey
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ecf54db2-2adc-4c58-a143-63ec2387874a · inbound
Invariant Link Selector for Spatial-Temporal Out-of-Distribution Problem Graph Retrieval-Augmented Generation: A Survey
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b57a5a8f-ebe4-41f8-97c3-5a8b9727a356 · inbound
Optimizing the Interface Between Knowledge Graphs and LLMs for Complex Reasoning Graph Retrieval-Augmented Generation: A Survey
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b076808-df74-43ec-b6c7-251ba70d1935 · inbound
GPR: Empowering Generation with Graph-Pretrained Retriever Graph Retrieval-Augmented Generation: A Survey
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62cc2919-1a0f-4f37-92c6-fff92aa2be64 · inbound
Enhancing Clinical Multiple-Choice Questions Benchmarks with Knowledge Graph Guided Distractor Generation Graph Retrieval-Augmented Generation: A Survey
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc04173b-8df3-4bb5-a67e-a384b8a6c2dc · inbound
KARE-RAG: Knowledge-Aware Refinement and Enhancement for RAG Graph Retrieval-Augmented Generation: A Survey
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7aedb9c9-39ca-49ee-8921-6fdac5cff855 · inbound
DistRAG: Towards Distance-Based Spatial Reasoning in LLMs Graph Retrieval-Augmented Generation: A Survey
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 246d6ea5-b427-4559-8880-0d6a88e78230 · inbound
Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graphs for Retrieval-Augmented Generation Graph Retrieval-Augmented Generation: A Survey
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88d41a67-666b-4179-9973-9c055f2792d7 · inbound
LlamaRec-LKG-RAG: A Single-Pass, Learnable Knowledge Graph-RAG Framework for LLM-Based Ranking Graph Retrieval-Augmented Generation: A Survey
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b5a629d-8571-4c6d-9b8b-593a8b885fe3 · inbound
Agent-based Condition Monitoring Assistance with Multimodal Industrial Database Retrieval Augmented Generation Graph Retrieval-Augmented Generation: A Survey
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 896d2c68-e1df-4837-8904-e61044dc547e · inbound
XGraphRAG: Interactive Visual Analysis for Graph-based Retrieval-Augmented Generation Graph Retrieval-Augmented Generation: A Survey
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64c437d0-adf7-41ae-b829-4482b771005a · inbound
HybridRAG-based LLM Agents for Low-Carbon Optimization in Low-Altitude Economy Networks Graph Retrieval-Augmented Generation: A Survey
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6eb2eb1-0c9e-4b41-bdbf-a5ce7c0a1b17 · inbound
Graphs Meet AI Agents: Taxonomy, Progress, and Future Opportunities Graph Retrieval-Augmented Generation: A Survey
Reference 159
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8fe9fa2-6a9e-42e7-a3ee-518e19fd308d · inbound
Inference Scaled GraphRAG: Improving Multi Hop Question Answering on Knowledge Graphs Graph Retrieval-Augmented Generation: A Survey
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 926c8d90-9707-44ca-9594-1a7e1f365bc2 · inbound
EraRAG: Efficient and Incremental Retrieval Augmented Generation for Growing Corpora Graph Retrieval-Augmented Generation: A Survey
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f88dd4aa-a89f-4ff1-8e60-6b0bb32df3a2 · inbound
Weak-to-Strong GraphRAG: Aligning Weak Retrievers with Large Language Models for Graph-based Retrieval Augmented Generation Graph Retrieval-Augmented Generation: A Survey
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d50b5ce3-9632-4a5e-8000-38e3e3b48a93 · inbound
BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering Graph Retrieval-Augmented Generation: A Survey
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74e2d5f9-d63c-4369-b677-9ec0338bf73b · inbound
KERAG_R: Knowledge-Enhanced Retrieval-Augmented Generation for Recommendation Graph Retrieval-Augmented Generation: A Survey
Reference 49
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Unavailable: canonical work link unavailable.
Observation 374be6eb-3e56-4269-8e1f-9f24c1177ce4 · inbound
RAG Safety: Exploring Knowledge Poisoning Attacks to Retrieval-Augmented Generation Graph Retrieval-Augmented Generation: A Survey
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24c5bbd3-d9d1-4334-81c4-d2232be765ac · inbound
Graph World Model Graph Retrieval-Augmented Generation: A Survey
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8a8ef0b-f524-4861-985b-bd0f84ed6bdb · inbound
DyG-RAG: Dynamic Graph Retrieval-Augmented Generation with Event-Centric Reasoning Graph Retrieval-Augmented Generation: A Survey
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be45612c-77aa-4874-ba7c-71da68316323 · inbound
MMGraphRAG: Bridging Vision and Language with Interpretable Multimodal Knowledge Graphs Graph Retrieval-Augmented Generation: A Survey
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6a1a67c-c31a-4bc2-825c-59b30c09bff6 · inbound
MemTool: Optimizing Short-Term Memory Management for Dynamic Tool Calling in LLM Agent Multi-Turn Conversations Graph Retrieval-Augmented Generation: A Survey
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b2d3699-2bc2-4b8b-8a59-540a125ebbc2 · inbound
T-GRAG: A Dynamic GraphRAG Framework for Resolving Temporal Conflicts and Redundancy in Knowledge Retrieval Graph Retrieval-Augmented Generation: A Survey
Reference 12
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Unavailable: canonical work link unavailable.
Observation d1b2d9ec-cba3-4c63-9068-44ce39387747 · inbound
TRAIL: Joint Inference and Refinement of Knowledge Graphs with Large Language Models Graph Retrieval-Augmented Generation: A Survey
Reference 4
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Observation 7d9f07d2-0987-4be4-96f5-af977ccc3f2d · inbound
Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning Graph Retrieval-Augmented Generation: A Survey
Reference 7
Source-reported events for the cited work
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Observation be30d3b0-8ce4-4d6c-aef4-0f5fcbdd02f1 · inbound
GOSU: Retrieval-Augmented Generation with Global-Level Optimized Semantic Unit-Centric Framework Graph Retrieval-Augmented Generation: A Survey
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ad61caf-5f10-45b8-bba3-d885d14b1647 · inbound
Multilevel Analysis of Cryptocurrency News using RAG Approach with Fine-Tuned Mistral Large Language Model Graph Retrieval-Augmented Generation: A Survey
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6fb8ed70-500f-4b0f-9e35-6ba22860d849 · inbound
PG-Agent: An Agent Powered by Page Graph Graph Retrieval-Augmented Generation: A Survey
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 358d394a-2651-49b7-9d1f-bb0dd88cb047 · inbound
Explainable Knowledge Graph Retrieval-Augmented Generation (KG-RAG) with KG-SMILE Graph Retrieval-Augmented Generation: A Survey
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d87114c-ab2a-450d-983e-0727c23c8e6c · inbound
GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Graph Retrieval-Augmented Generation: A Survey
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 450cc8b2-14e5-4420-a38e-9adacdcad081 · inbound
DSRAG: A Domain-Specific Retrieval Framework Based on Document-derived Multimodal Knowledge Graph Graph Retrieval-Augmented Generation: A Survey
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f1e4ade-cfaf-4bc9-ac1c-f7bcdf8ed7e9 · inbound
G-reasoner: Foundation Models for Unified Reasoning over Graph-structured Knowledge Graph Retrieval-Augmented Generation: A Survey
Reference 35
Source-reported events for the cited work
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Observation 5f038ead-177f-4a9e-9928-2f9b5e09b58f · inbound
Question-Adaptive Graph Learning for Multi-hop Retrieval Augmented Generation Graph Retrieval-Augmented Generation: A Survey
Reference 21
Source-reported events for the cited work
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Observation 9682cf82-b42a-4262-a346-0c7de897e6a5 · inbound
RELOOP: Recursive Retrieval with Multi-Hop Reasoner and Planners for Heterogeneous QA Graph Retrieval-Augmented Generation: A Survey
Reference 24
Source-reported events for the cited work
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Observation 688888bc-dcda-4bb3-a425-2f0e28dd86ff · inbound
IaC Generation with LLMs: An Error Taxonomy and A Study on Configuration Knowledge Injection Graph Retrieval-Augmented Generation: A Survey
Reference 34
Source-reported events for the cited work
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Observation 772628b0-37ab-4bd0-954a-7f2bd8b09f37 · inbound
Leveraging Spreading Activation for Improved Document Retrieval in Knowledge-Graph-Based RAG Systems Graph Retrieval-Augmented Generation: A Survey
Reference 7
Source-reported events for the cited work
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Observation 385f67c3-cff1-4d28-88ea-e6b74ece5feb · inbound
Memory in the LLM Era: Modular Architectures and Strategies in a Unified Framework Graph Retrieval-Augmented Generation: A Survey
Reference 76
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Observation a3d32c69-beed-4ac8-a3de-594869fdc1a9 · inbound
Competency Questions as Executable Plans: a Controlled RAG Architecture for Cultural Heritage Storytelling Graph Retrieval-Augmented Generation: A Survey
Reference 30
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Observation 4b8af5c1-5133-468c-a868-23e45b1d5592 · inbound
Beyond the Parameters: A Technical Survey of Contextual Enrichment in Large Language Models: From In-Context Prompting to Causal Retrieval-Augmented Generation Graph Retrieval-Augmented Generation: A Survey
Reference 10
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Observation ac17cbe1-25d9-43a9-8691-4131d6a9e6d0 · inbound
Retrieval Augmented Conversational Recommendation with Reinforcement Learning Graph Retrieval-Augmented Generation: A Survey
Reference 43
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Observation 68140a5d-da48-4ca3-b02a-1a308b9084d6 · inbound
Plasma GraphRAG: Physics-Grounded Parameter Selection for Gyrokinetic Simulations Graph Retrieval-Augmented Generation: A Survey
Reference 20
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Observation dc713c4f-12d6-4bd8-9939-440d54d51584 · inbound
ROZA Graphs: Self-Improving Near-Deterministic RAG through Evidence-Centric Feedback Graph Retrieval-Augmented Generation: A Survey
Reference 16
Source-reported events for the cited work
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Observation 87448eb8-5d02-49c4-a32b-a18fbe85ce6b · inbound
Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Graph Retrieval-Augmented Generation: A Survey
Reference 40
Source-reported events for the cited work
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Observation 852a9db0-fdf8-45fa-9762-02a2cc6f04fd · inbound
EvoRAG: Making Knowledge Graph-based RAG Automatically Evolve through Feedback-driven Backpropagation Graph Retrieval-Augmented Generation: A Survey
Reference 66
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Observation 8f4e10b4-c105-419a-b27f-74d5a4a5f086 · inbound
KnowPilot: Your Knowledge-Driven Copilot for Domain Tasks Graph Retrieval-Augmented Generation: A Survey
Reference 10
Source-reported events for the cited work
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Observation 8407cecb-8dab-4b7e-997b-4d02b9e71588 · inbound
DOTRAG: Retrieval-Time Reasoning Along Paths Graph Retrieval-Augmented Generation: A Survey
Reference 15
Source-reported events for the cited work
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Observation c4203d58-b539-46f6-9cbe-5e51fa7efcfe · inbound
STAR: Semantic-Tuned and Tail-Adaptive Retriever for Graph-Augmented Generation Graph Retrieval-Augmented Generation: A Survey
Reference 22
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Observation ea5f6e0d-6c05-4d8a-99cd-7ebc961ef717 · inbound
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Reference 21
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Observation bfa77938-136b-49d0-a5c8-01c1835b994f · inbound
EfficientGraph-RAG: Structured Retrieval-State Management for Cross-Task Retrieval-Augmented Generation Graph Retrieval-Augmented Generation: A Survey
Reference 14
Source-reported events for the cited work
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Observation fafc15df-ac2c-4024-83c5-dd27f2f0c6d1 · inbound
A Community Survey on SHACL and ShEx: Briding Gaps in RDF Validation Graph Retrieval-Augmented Generation: A Survey
Reference 22
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Observation be2976be-2255-4ca3-8530-6e459db5c938 · inbound
The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes Graph Retrieval-Augmented Generation: A Survey
Reference 190
Source-reported events for the cited work
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Observation 9cde1416-7179-4025-b0a2-3a15eb3af87b · inbound
A Unified Framework for Context-Aware and Relation-Aware Graph Retrieval-Augmented Generation Graph Retrieval-Augmented Generation: A Survey
Reference 24
Source-reported events for the cited work
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Observation 41f68eef-ff35-4be0-a5c1-7922e3d4ca03 · inbound
Is GraphRAG Needed? From Basic RAG to Graph-/Agentic Solutions with Context Optimization Graph Retrieval-Augmented Generation: A Survey
Reference 31
Source-reported events for the cited work
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Observation 42383943-ad29-4cad-9fce-500be7f0fb1b · inbound
CAMI: Cost-Aware Agent-Guided Multi-Indexing for Semantic Retrieval Graph Retrieval-Augmented Generation: A Survey
Reference 33
Source-reported events for the cited work
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Observation fac617a7-4207-4ea4-8249-5488fb07a8a7 · inbound
SchemaRAG: Dynamic Large Schema Reduction for LLM-driven Structured Information Extraction Graph Retrieval-Augmented Generation: A Survey
Reference 22
Source-reported events for the cited work
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Observation 82ddbd0c-7fbc-456a-b257-3d999309f206 · inbound
GRACE-RAG: Governed Retrieval Architecture for Canonical Evidence Synthesis, Enabling Lightweight Deployment in Closed-Domain Institutional Settings Graph Retrieval-Augmented Generation: A Survey
Reference 4
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Observation d0ef23e4-bbdf-4fcc-b8eb-e53d4d6246b1 · inbound
FAIR GraphRAG: A Retrieval-Augmented Generation Approach for Semantic Data Analysis Graph Retrieval-Augmented Generation: A Survey
Reference 2
Source-reported events for the cited work
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Observation c4f6e59f-4e1e-4728-886e-955446f38b2d · inbound
Enhancing Relation Modeling with Social Attributes for Social Media Popularity Prediction Graph Retrieval-Augmented Generation: A Survey
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0b9a40e-cbb2-4d4b-a40c-7fcd13fbe27e · inbound
PIER: Physics-Informed Environmental Retrieval for Time-Series Modeling Graph Retrieval-Augmented Generation: A Survey
Reference 90
Source-reported events for the cited work
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Observation e0b59611-81c9-4815-9de7-3e5472258629 · inbound
SCAIR: Schema-Conditioned Agentic Iterative Reasoning for Enterprise Knowledge Graphs Graph Retrieval-Augmented Generation: A Survey
Reference 14
Source-reported events for the cited work
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Observation 33981958-fb91-40ab-aa90-87f3cc621472 · inbound
Aethel: A Reproducible Graph-Retrieval Framework for Multi-Hop Financial Diligence Graph Retrieval-Augmented Generation: A Survey
Reference 8
Source-reported events for the cited work
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Observation 19280459-9661-4e61-8a68-133297557c42 · inbound
BM25 Wins at Scale: A Scaling Study of Retrieval-Augmented Generation Paradigms Graph Retrieval-Augmented Generation: A Survey
Reference 19
Source-reported events for the cited work
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Observation 5422ced9-9c42-4d97-8417-55d02e819f60 · inbound
BM25 Wins at Scale: A Scaling Study of Retrieval-Augmented Generation Paradigms Graph Retrieval-Augmented Generation: A Survey
Reference 19
Source-reported events for the cited work
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Observation 843c349f-3920-40b0-a958-da9857eefeb2 · inbound
KAMR: Grounding Generation via Knowledge-Aligned Multi-hop Retrieval Graph Retrieval-Augmented Generation: A Survey
Reference 85
Source-reported events for the cited work
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Observation 14c6829d-3bf1-4840-99d0-98c22751c374 · inbound
Leveraging Trajectory Graphs for Pre-Execution Error Diagnosis in Agentic LLM Systems Graph Retrieval-Augmented Generation: A Survey
Reference 36
Source-reported events for the cited work
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Observation 930d58b3-208b-4506-897b-3b6d6fad96d1 · inbound
DocNavRAG: Document-Structured Graph RAG with Stateful Evidence Construction for Complex Document Question Answering Graph Retrieval-Augmented Generation: A Survey
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