Paper Citation Record · LEDGER

A Survey of Multimodal Retrieval-Augmented Generation

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 33 inbound Pith citation observations for arXiv:2504.08748.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2504.08748 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 33 of 33 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:08:11.754274Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
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malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation fd11a890-692d-48c2-8917-d8f7d020f9f6 · inbound

Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models cites this paper.

Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models A Survey of Multimodal Retrieval-Augmented Generation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:16:53.793245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2be64108-7341-4319-82ad-26b9babc0484 · inbound

Mixture-of-Retrieval Experts for Reasoning-Guided Multimodal Knowledge Exploitation cites this paper.

Mixture-of-Retrieval Experts for Reasoning-Guided Multimodal Knowledge Exploitation A Survey of Multimodal Retrieval-Augmented Generation

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-19T13:52:19.911032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8277179e-947e-474e-9d71-f8f8c542bb2c · inbound

mRAG: Elucidating the Design Space of Multi-modal Retrieval-Augmented Generation cites this paper.

mRAG: Elucidating the Design Space of Multi-modal Retrieval-Augmented Generation A Survey of Multimodal Retrieval-Augmented Generation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:25.485699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2291e17b-ceb8-4b2a-9ff8-f079b11ede24 · inbound

FinS-Pilot: A Benchmark for Online Financial RAG System cites this paper.

FinS-Pilot: A Benchmark for Online Financial RAG System A Survey of Multimodal Retrieval-Augmented Generation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:35.030118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93663203-679f-4c4a-8523-67eca9437942 · inbound

BioMol-MQA: A Multi-Modal Question Answering Dataset For LLM Reasoning Over Bio-Molecular Interactions cites this paper.

BioMol-MQA: A Multi-Modal Question Answering Dataset For LLM Reasoning Over Bio-Molecular Interactions A Survey of Multimodal Retrieval-Augmented Generation

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-07T10:19:19.431632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bfb1085-ea17-433e-9ecd-e6e9d901e0ed · inbound

A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions cites this paper.

A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions A Survey of Multimodal Retrieval-Augmented Generation

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:11.754274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e63c4cbd-17db-4e25-b0e9-3078d9b98304 · inbound

MMGraphRAG: Bridging Vision and Language with Interpretable Multimodal Knowledge Graphs cites this paper.

MMGraphRAG: Bridging Vision and Language with Interpretable Multimodal Knowledge Graphs A Survey of Multimodal Retrieval-Augmented Generation

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T13:20:35.866564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f2d4f58-ed45-42a5-8180-7b25e43619f3 · inbound

M2IO-R1: An Efficient RL-Enhanced Reasoning Framework for Multimodal Retrieval Augmented Multimodal Generation cites this paper.

M2IO-R1: An Efficient RL-Enhanced Reasoning Framework for Multimodal Retrieval Augmented Multimodal Generation A Survey of Multimodal Retrieval-Augmented Generation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T22:51:59.142513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b316e97-048c-493f-bad3-124a33b89700 · inbound

Scaling Beyond Context: A Survey of Multimodal Retrieval-Augmented Generation for Document Understanding cites this paper.

Scaling Beyond Context: A Survey of Multimodal Retrieval-Augmented Generation for Document Understanding A Survey of Multimodal Retrieval-Augmented Generation

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-18T06:56:01.613677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8128c3f8-76fc-4c91-bb41-a444e2851d80 · inbound

Qwen3-VL-Embedding and Qwen3-VL-Reranker: A Unified Framework for State-of-the-Art Multimodal Retrieval and Ranking cites this paper.

Qwen3-VL-Embedding and Qwen3-VL-Reranker: A Unified Framework for State-of-the-Art Multimodal Retrieval and Ranking A Survey of Multimodal Retrieval-Augmented Generation

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T09:36:21.318739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8945ed12-3d25-4a66-88ab-68ef2bc0f9c5 · inbound

Sculpting the Vector Space: Towards Efficient Multi-Vector Visual Document Retrieval via Prune-then-Merge Framework cites this paper.

Sculpting the Vector Space: Towards Efficient Multi-Vector Visual Document Retrieval via Prune-then-Merge Framework A Survey of Multimodal Retrieval-Augmented Generation

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T20:56:37.033893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6a31d743-c9d5-4e60-9e78-34b2649db88f · inbound

UniRank: End-to-End Domain-Specific Reranking of Hybrid Text-Image Candidates cites this paper.

UniRank: End-to-End Domain-Specific Reranking of Hybrid Text-Image Candidates A Survey of Multimodal Retrieval-Augmented Generation

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T03:30:18.930328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d74c94ea-8047-4054-9ed0-9aefff2d53dc · inbound

Automotive Engineering-Centric Agentic AI Workflow Framework cites this paper.

Automotive Engineering-Centric Agentic AI Workflow Framework A Survey of Multimodal Retrieval-Augmented Generation

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T06:41:01.226204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ccccbf5e-fb25-4bc9-839c-bf4d327599ba · inbound

AffectAgent: Collaborative Multi-Agent Reasoning for Retrieval-Augmented Multimodal Emotion Recognition cites this paper.

AffectAgent: Collaborative Multi-Agent Reasoning for Retrieval-Augmented Multimodal Emotion Recognition A Survey of Multimodal Retrieval-Augmented Generation

Reference 61

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:41:05.717876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation dffa2eb4-0b5c-4239-b797-7dbabe59dc9b · inbound

Towards Long-horizon Agentic Multimodal Search cites this paper.

Towards Long-horizon Agentic Multimodal Search A Survey of Multimodal Retrieval-Augmented Generation

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T10:01:04.600009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 12fd3f85-51bb-48dc-9b77-aa692b8e169f · inbound

MEG-RAG: Quantifying Multi-modal Evidence Grounding for Evidence Selection in RAG cites this paper.

MEG-RAG: Quantifying Multi-modal Evidence Grounding for Evidence Selection in RAG A Survey of Multimodal Retrieval-Augmented Generation

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:56:12.234750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 99a10e23-1b13-4993-8d8c-e12b24ed7cc5 · inbound

Purifying Multimodal Retrieval: Fragment-Level Evidence Selection for RAG cites this paper.

Purifying Multimodal Retrieval: Fragment-Level Evidence Selection for RAG A Survey of Multimodal Retrieval-Augmented Generation

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-12T10:11:28.189192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d3c4e3c1-6dcd-408d-8fbd-307c3c60fe3f · inbound

Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs cites this paper.

Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs A Survey of Multimodal Retrieval-Augmented Generation

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:01:22.785950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2e88b10f-7c82-4021-aa6e-8fda353e0bad · inbound

Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs cites this paper.

Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs A Survey of Multimodal Retrieval-Augmented Generation

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-11T01:50:51.632248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 382471ef-c43d-40df-a880-c829ae399771 · inbound

Beyond Bag-of-Patches: Learning Global Layout via Textual Supervision for Late-Interaction Visual Document Retrieval cites this paper.

Beyond Bag-of-Patches: Learning Global Layout via Textual Supervision for Late-Interaction Visual Document Retrieval A Survey of Multimodal Retrieval-Augmented Generation

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T08:06:36.550726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 22b17097-7bb2-4c17-ab7d-dbbb5b0f797d · inbound

Knowledge Poisoning Attacks on Medical Multi-Modal Retrieval-Augmented Generation cites this paper.

Knowledge Poisoning Attacks on Medical Multi-Modal Retrieval-Augmented Generation A Survey of Multimodal Retrieval-Augmented Generation

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T05:31:23.639994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a45ee65b-15ef-4008-a266-de4e78c4cb4e · inbound

Very Efficient Listwise Multimodal Reranking for Long Documents cites this paper.

Very Efficient Listwise Multimodal Reranking for Long Documents A Survey of Multimodal Retrieval-Augmented Generation

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T05:27:19.556692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ec951658-6e71-4dda-82ef-60d60daa5ef8 · inbound

Utility-Oriented Visual Evidence Selection for Multimodal Retrieval-Augmented Generation cites this paper.

Utility-Oriented Visual Evidence Selection for Multimodal Retrieval-Augmented Generation A Survey of Multimodal Retrieval-Augmented Generation

Reference 38

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T19:09:22.904045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d14aac79-9764-4d19-9424-6704c4a81a88 · inbound

Navigating the Emotion Tree: Hierarchical Hyperbolic RAG for Multimodal Emotion Recognition cites this paper.

Navigating the Emotion Tree: Hierarchical Hyperbolic RAG for Multimodal Emotion Recognition A Survey of Multimodal Retrieval-Augmented Generation

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-20T15:58:32.660160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f42ffe12-2138-489f-9dcc-06df3ffe15cf · inbound

MM-BizRAG: Rethinking Multimodal Retrieval-Augmented Generation for General Purpose Enterprise Q&A cites this paper.

MM-BizRAG: Rethinking Multimodal Retrieval-Augmented Generation for General Purpose Enterprise Q&A A Survey of Multimodal Retrieval-Augmented Generation

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-07-02T03:36:29.830258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d8d13eb5-b3df-46fc-8ef1-c0b21683634a · inbound

Invoice Haystack: Benchmarking Document Retrieval and Visual Question Answering Under Strong Visual Homogeneity cites this paper.

Invoice Haystack: Benchmarking Document Retrieval and Visual Question Answering Under Strong Visual Homogeneity A Survey of Multimodal Retrieval-Augmented Generation

Reference 52

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T19:30:07.791252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 74057d3c-df7d-4041-b855-899528be2e64 · inbound

Invoice Haystack: Benchmarking Document Retrieval and Visual Question Answering Under Strong Visual Homogeneity cites this paper.

Invoice Haystack: Benchmarking Document Retrieval and Visual Question Answering Under Strong Visual Homogeneity A Survey of Multimodal Retrieval-Augmented Generation

Reference 52

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T18:23:51.232989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4c728f44-40a2-403e-911f-cd84412a9c4e · inbound

MKG-RAG-Bench: Benchmarking Retrieval in Multimodal Knowledge Graph-Augmented Generation cites this paper.

MKG-RAG-Bench: Benchmarking Retrieval in Multimodal Knowledge Graph-Augmented Generation A Survey of Multimodal Retrieval-Augmented Generation

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-06-27T01:10:20.757282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e3df4522-b9cd-41e3-bc35-4414ab61d570 · inbound

M2Note: Continual Evolution of Vision Language Models via Mistake Notebook Learning cites this paper.

M2Note: Continual Evolution of Vision Language Models via Mistake Notebook Learning A Survey of Multimodal Retrieval-Augmented Generation

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-02T03:36:29.074287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ecb0fe80-b1b7-4aed-ac52-18b0db7f01f6 · inbound

SearchArt: Training Long-Horizon Search Agent with Scalable Synthetic and Verified Task cites this paper.

SearchArt: Training Long-Horizon Search Agent with Scalable Synthetic and Verified Task A Survey of Multimodal Retrieval-Augmented Generation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T03:45:20.175586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdaf9895-c1da-4dd6-bef1-35e27fbef9aa · inbound

DualG-MRAG: Decoupling Macro-Reasoning and Micro-Matching for Multimodal Retrieval-Augmented Generation cites this paper.

DualG-MRAG: Decoupling Macro-Reasoning and Micro-Matching for Multimodal Retrieval-Augmented Generation A Survey of Multimodal Retrieval-Augmented Generation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-31T03:11:54.590831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 381b2318-a7f7-476b-9142-31892c89e5ca · inbound

Evidence-Grounded Multimodal Knowledge Graph Construction for Multi-Lecture Educational Reasoning cites this paper.

Evidence-Grounded Multimodal Knowledge Graph Construction for Multi-Lecture Educational Reasoning A Survey of Multimodal Retrieval-Augmented Generation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T00:30:31.505780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22a0e4f3-bcd5-469c-b28b-9aa313cfa8c2 · inbound

VDGR-RAG: Vectors, Directories, Graphs, and Reflection Are All You Need for Unified Reasoning over Hierarchical Enterprise Knowledge cites this paper.

VDGR-RAG: Vectors, Directories, Graphs, and Reflection Are All You Need for Unified Reasoning over Hierarchical Enterprise Knowledge A Survey of Multimodal Retrieval-Augmented Generation

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-12T00:37:51.733711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.