Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-11T05:10:57.816312Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 79 of 79 outbound references and 100 inbound Pith citation observations for arXiv:2404.16130.
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, observed 2026-05-11T05:10:57.816312Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:51:44.500453Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-10T06:15:00.866473Z
79 of 79 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation d165191e-d0fe-4084-b472-61d54e98322d · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization GPT-4 Technical Report
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2adf73ff-3c43-4293-942e-ec062c11152c · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Gemini: A Family of Highly Capable Multimodal Models
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 08584c20-802a-4012-adf6-134708f6cb82 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 82be0fba-d7ed-4611-83e4-837bbec0fe7b · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ed208e4b-abb2-489f-9ce4-64a237c5c388 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization and Gulla, J
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1cb61f55-d40e-4e71-969e-9b3d97e90c33 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Query Focused Abstractive Summarization: Incorporating Query Relevance, Multi-Document Coverage, and Summary Length Constraints into seq2seq Models
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b6ebdfa1-234c-4a38-a753-7e2ddccaeba2 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization D., Guillaume, J.-L., Lambiotte, R., and Lefebvre, E
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3e521f33-ef2c-44db-b56c-1979faa3b01c · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b5aa556e-d172-4c38-b6db-c4029bbef9ae · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 418d5d83-c6fb-4524-8d24-af47c097e214 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization and Christen, P
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 35ff15a0-1758-47ef-bf9b-666aac31d7cf · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization D., Bridgeford, E
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d7b64a83-0478-42eb-a41e-00b5ee77ed11 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7d04ea28-99c5-46f0-8246-0ce961276366 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization K., Ipeirotis, P
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 840fd365-5258-4042-ad72-5ba10755ff80 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Ragas: Automated Evaluation of Retrieval Augmented Generation
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 14a3a6b7-c938-4eba-b948-c9db8c609782 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization S., and Yates, A
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 93f1f42b-9bc4-447d-9796-05e229bb4060 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Retrieval-Generation Synergy Augmented Large Language Models
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e9368111-e334-426c-9655-34108c69595f · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ba17004d-239d-441a-9eb9-d99ae147f11a · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Retrieval-Augmented Generation for Large Language Models: A Survey
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation af150abf-5fd8-4882-9c6d-eb533fdb732c · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b08724e5-9700-4061-a60a-fe3e237d36e6 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Large Language Models Cannot Self-Correct Reasoning Yet
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 27d40f96-5c49-45a7-8748-c125c5374539 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Jacomy, T
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6b4b6de9-9afd-40c0-af55-a528a56289d3 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Y., and Zhang, W
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7498b639-0275-463b-b22f-77c62c21110c · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d848d174-1d0f-455a-855d-94a92598f344 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7ff64704-0dc1-4416-b7e1-e100dc4e071d · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1a785f87-7082-4d55-852e-d14f84dc640f · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4b087761-81fb-4a84-8c19-61c05b6bef49 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ed33481b-3f86-4d56-88b1-ba3384829c1a · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7b418d30-db40-4fef-9b4d-f2eec12d590b · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1fadc416-ed90-4ed1-a8b8-8d63360a3d6c · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Langchain graphs
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7a37badb-f801-48d2-9d2a-e32c8382559c · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 68a59ffe-5da9-4b9e-bc70-435ec5e804ca · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization u ttler, H., Lewis, M., Yih, W.-t., Rockt \
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7d093aad-647c-487f-97ad-aa7703bda508 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Lost in the Middle: How Language Models Use Long Contexts
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bc8f332b-6093-40e1-8127-5bc8d02b5eda · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization GraphRAG Implementation with LlamaIndex - V2
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1472484f-a00d-457a-bbe7-e08f2a9fc5ba · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a24c408b-f4e2-4c28-9364-5aa9c5ecc987 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a2e69707-9ab9-451c-bdd3-f2d95d22d63d · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Generation-Augmented Retrieval for Open-domain Question Answering
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4e16fdf7-d2af-4628-865f-5100cd985ac6 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization M., Klavans, R., and Boyack, K
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5d11bda8-f9bb-425e-baab-e5900025cd0e · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation db024cb4-17ce-499b-a79c-13c0175cc6ed · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization and Larson, J
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f08ecf44-9fec-498d-b778-86283e652966 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization The impact of large language models on scientific discovery: a preliminary study using gpt-4
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a20c7233-39b6-42dc-9fcc-02d26e4b9e2c · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f6eb47fe-3b48-4ecf-8d03-56cf2dcf9158 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Nebulagraph launches industry-first graph rag: Retrieval-augmented generation with llm based on knowledge graphs
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b7e449c9-9573-48f1-9e23-53a91dd99fa1 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Get started with graphrag: Neo4j’s ecosystem tools
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 084342c4-5cf3-434d-b107-277d6c16628e · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3f21d66b-6d46-4940-8ebc-502e4766c7b8 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2dc3f22b-4281-42fe-9cfb-1a315258d18a · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Chatgpt: Gpt-4 language model
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fc813f05-c2c5-484a-bd58-aef5eb331193 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization and He, H
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation aca961fb-8973-4d6f-a44e-f96de15f9135 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 88c72b9d-94b9-41b8-88e8-066f9237c87d · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 67f3894a-a9ee-4c77-a7e4-ee0eadad51d7 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization FABULA: Intelligence Report Generation Using Retrieval-Augmented Narrative Construction
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e571aca7-47bf-48b4-97a4-70f52bd4e00a · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9c3e02a6-9d71-4527-b2ff-28764310d16b · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3719c838-2bf8-4dd0-916c-9bbd6ae176c0 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 24e1e052-3524-4785-aed7-b7d1d5c2a996 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 688122a8-c947-4749-aeef-c4935ab4503d · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization A., Rey, B
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6b7bbba7-c447-4013-9983-ccf193936679 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c3ce9bdc-7c65-42ea-b16e-db9c785e3795 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c09a092d-8d4e-480b-a295-1153355b1ecc · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 68f43687-6cfb-4d7c-ae7c-bb8fdd64db2c · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 065c05a2-3cc9-401d-9aa2-4e005a8e5996 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 239cffd7-555d-4ac2-bccf-403bb949ab4d · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization A., Waltman, L., and Van Eck, N
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b9b029eb-c2be-4f7a-a848-10c65ac1f37f · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Enhancing Knowledge Graph Construction Using Large Language Models
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 47540ce3-4469-4328-89b8-9c0cb33fd536 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d53759e9-017d-4afd-a1b8-aa63f2e7c5af · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Is ChatGPT a Good NLG Evaluator? A Preliminary Study
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b2c7b0c3-ff43-4a63-b061-1e10f9113b8d · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1fe05a1c-285c-4a49-b0c8-98d46c100d1f · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Self-Consistency Improves Chain of Thought Reasoning in Language Models
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d29ef6e8-bca5-47a7-b3ad-95b73ccee2aa · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization A., Siu, A., Zhang, R., and Derr, T
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 965704ab-04b3-49ca-ba6e-e06e3abf7d12 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Text Summarization with Latent Queries
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 71bb2852-fc68-41b0-9706-07618c4932fd · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization W., Salakhutdinov, R., and Manning, C
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6e122354-cd9c-4be4-8b7e-924022f09314 · outbound
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work
Reference 71
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Reference 53
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Reference 71
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Reference 2014
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Reference 72
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Reference 11
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Reference 255
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Reference 17
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Reference 15
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Reference 33
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Reference 21
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Reference 46
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Reference 46
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Reference 27
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Reference 16
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Reference 15
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Reference 10
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Reference 2024
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Observation a5a83170-6bb0-476b-bcf2-827ae61f7326 · inbound
Joint Enhancement of Relational Reasoning for Long-Context LLMs From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 12
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Observation 65310753-addb-47c2-b2cd-944bfc61dd7f · inbound
KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 11
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Observation 73ea5700-b653-4103-9959-00839f0380b3 · inbound
GOSU: Retrieval-Augmented Generation with Global-Level Optimized Semantic Unit-Centric Framework From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 8
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Observation d98620eb-7ab7-4864-8553-76a7d9429063 · inbound
FDABench: A Benchmark for Data Agents on Analytical Queries over Heterogeneous Data From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 15
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Observation 1d5d4121-7d86-4d63-bffb-24f57ea16fb5 · inbound
PG-Agent: An Agent Powered by Page Graph From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 10
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Observation eafead9f-55b3-49ae-a0b7-9396326a0c72 · inbound
Explainable Knowledge Graph Retrieval-Augmented Generation (KG-RAG) with KG-SMILE From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 74
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Observation f4f2cd7d-b8a0-41fb-81c5-52f388288432 · inbound
MetaGraph: A Large-Scale Meta-Analysis of GenAI in Financial NLP (2022-2025) From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 17
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d224fdea-f37e-4fc0-ba95-20cd8e4d5c95 · inbound
MetaGraph: A Large-Scale Meta-Analysis of GenAI in Financial NLP (2022-2025) From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 17
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Observation 3d27e096-977c-4b55-96eb-e05982100a59 · inbound
Querying Climate Knowledge: Semantic Retrieval for Scientific Discovery From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 2
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Observation 3d788d86-fd84-44a8-b3c9-a1d3311c5874 · inbound
G-reasoner: Foundation Models for Unified Reasoning over Graph-structured Knowledge From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 6
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 71f62a9d-841b-448e-8922-1ea5b4dfe34c · inbound
Spatiotemporal Knowledge Graphs as Persistent Scene Memory for Embodied Question Answering From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 13
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Observation 8981418e-a9bd-4a2c-85aa-fe41e07abfcc · inbound
Deterministic Legal Agents: A Canonical Primitive API for Auditable Reasoning over Temporal Knowledge Graphs From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 5
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7c345616-6c6b-41b3-9d69-306aa32ff6c5 · inbound
Search-R3: Unifying Reasoning and Embedding in Large Language Models From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 16
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2f7acdfb-e875-48c9-a821-d4b1c08c3346 · inbound
Question-Adaptive Graph Learning for Multi-hop Retrieval Augmented Generation From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 6
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c097d329-ce49-459d-8e90-0aeef8955a25 · inbound
LLM-guided Hierarchical Search for End-to-end Reasoning Intensive Retrieval From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 3
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Observation 512bd07b-847a-4098-ac45-f2fb3fd785ff · inbound
RGMem: Renormalization Group-inspired Memory Evolution for Language Agents From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 5
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Observation 9b81d1a2-e5a3-49e4-bdfb-7ab1880bbabf · inbound
AtlasKV: Augmenting LLMs with Billion-Scale Knowledge Graphs in 20GB VRAM From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 7
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3be45d28-66c8-449b-a4cd-2aaaa0fc0a4b · inbound
RELOOP: Recursive Retrieval with Multi-Hop Reasoner and Planners for Heterogeneous QA From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 8
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 29bfcbe8-24b9-44da-8e07-d74df0935da5 · inbound
OpsAgent: An Evolving Multi-agent System for Incident Management in Microservices From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 32
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d4a86303-f575-40a4-8c16-14a8eaaebcf6 · inbound
TeaRAG: A Token-Efficient Agentic Retrieval-Augmented Generation Framework From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 9
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Observation f5e2f424-c418-4164-b404-e325eedfbafa · inbound
GRIP: In-Parameter Graph Reasoning through Fine-Tuning Large Language Models From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 8
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Observation 4141dcac-8a16-4d6c-898f-e2132bf559b9 · inbound
Stress Testing Factual Consistency Metrics for Long-Document Summarization From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 9
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3f4e1fc4-428a-443e-9a7b-ee7cc48c4022 · inbound
VLegal-Bench: Cognitively Grounded Benchmark for Vietnamese Legal Reasoning of Large Language Models From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 5
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9ddf6b10-eb6c-4452-a026-caf001a31870 · inbound
IaC Generation with LLMs: An Error Taxonomy and A Study on Configuration Knowledge Injection From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 11
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Observation 613870c6-3139-45cf-b389-53007f9f2898 · inbound
Leveraging Spreading Activation for Improved Document Retrieval in Knowledge-Graph-Based RAG Systems From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 32
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Observation eb62cacc-468e-4310-8528-48266d70e890 · inbound
M$^3$KG-RAG: Multi-hop Multimodal Knowledge Graph-enhanced Retrieval-Augmented Generation From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 11
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8d8ca424-0f3c-4e50-99d8-2d76e28a9d59 · inbound
HGMEM: Hypergraph-based Working Memory to Improve Multi-step RAG for Long-Context Complex Relational Modeling From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 6
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Observation b9f3907f-f2f6-4f04-99f1-f850f3c59e47 · inbound
LPCAN: Lightweight Pyramid Cross-Attention Network for Rail Surface Defect Detection Using RGB-D Data From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 30
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Observation 04324bb3-852f-4d36-b556-5779837b6531 · inbound
Knowledge-Embedded and Hypernetwork-Guided Few-Shot Substation Meter Defect Image Generation Method From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 11
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