Paper Citation Record · LEDGER

MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 23 inbound Pith citation observations for arXiv:2210.02928.

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

pith.paper-citation-record.v1
2210.02928 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 23 of 23 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:16:38.212305Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T13:48:20.245870Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
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malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation a9181559-af0f-4181-a95c-393db781da34 · inbound

mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models cites this paper.

mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Reference 204

Resolution: verified exact; arxiv_id, observed 2026-05-20T06:20:36.351730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2686ca0a-806b-408f-b28c-361435f0b39d · inbound

Multi-modal Retrieval Augmented Multi-modal Generation: Datasets, Evaluation Metrics and Strong Baselines cites this paper.

Multi-modal Retrieval Augmented Multi-modal Generation: Datasets, Evaluation Metrics and Strong Baselines MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T13:16:38.212305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d84934dd-b0ae-4088-9c0c-89badb2207df · inbound

Improving Multimodal LLMs Ability In Geometry Problem Solving, Reasoning, And Multistep Scoring cites this paper.

Improving Multimodal LLMs Ability In Geometry Problem Solving, Reasoning, And Multistep Scoring MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T04:59:45.002448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d918e5d9-cb4b-4ed4-abef-7b8bd2f0f5d7 · inbound

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism cites this paper.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T20:23:34.526744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 013c5071-b3a8-4656-9821-55c34fdd4cb2 · inbound

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles cites this paper.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.142407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69c65b55-6088-41df-a4f9-e46ceff0a0ff · inbound

EdgeRAG: Online-Indexed RAG for Edge Devices cites this paper.

EdgeRAG: Online-Indexed RAG for Edge Devices MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:35.765578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a21f812-8337-4c80-a68d-74eca3586d4e · inbound

ALoFTRAG: Automatic Local Fine Tuning for Retrieval Augmented Generation cites this paper.

ALoFTRAG: Automatic Local Fine Tuning for Retrieval Augmented Generation MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T17:47:46.052037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40500f83-3ca8-4c3d-b998-9ddeee2724c2 · inbound

RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval Defects cites this paper.

RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval Defects MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-09T23:48:53.875468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18d5f665-44d3-40af-aaff-dcc44e093869 · inbound

Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge cites this paper.

Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T13:10:15.042127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2f0424b-b94b-4aae-9e70-994e4d7507bc · inbound

MRAMG-Bench: A Comprehensive Benchmark for Advancing Multimodal Retrieval-Augmented Multimodal Generation cites this paper.

MRAMG-Bench: A Comprehensive Benchmark for Advancing Multimodal Retrieval-Augmented Multimodal Generation MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T23:20:00.983801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a0755fe-5633-45ce-a0dc-c5be88c1260e · inbound

UniCoRN: Unified Commented Retrieval Network with LMMs cites this paper.

UniCoRN: Unified Commented Retrieval Network with LMMs MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T05:54:15.850481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc5f52d0-1f83-43f5-b11b-3be84cc33e1f · inbound

Benchmarking Poisoning Attacks against Retrieval-Augmented Generation cites this paper.

Benchmarking Poisoning Attacks against Retrieval-Augmented Generation MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:55.658464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3abfb845-1d29-48d6-909d-845825214698 · inbound

Modality Curation: Building Universal Embeddings for Advanced Multimodal Information Retrieval cites this paper.

Modality Curation: Building Universal Embeddings for Advanced Multimodal Information Retrieval MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:14:38.241872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ae49ef6-a3c7-4e8c-8d68-9ab9c4b6116c · inbound

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

Mixture-of-Retrieval Experts for Reasoning-Guided Multimodal Knowledge Exploitation MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-19T13:52:20.022764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation afc29005-0b74-436e-829b-b6689c930461 · inbound

MMSearch-R1: Incentivizing LMMs to Search cites this paper.

MMSearch-R1: Incentivizing LMMs to Search MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-16T15:27:04.416827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation eac30e68-f434-452d-a336-e5f7c3d8bb56 · inbound

MIRA: A Novel Framework for Fusing Modalities in Medical RAG cites this paper.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T18:34:25.365224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da5c3d04-4564-4c39-afb4-15ddc1d0888a · 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 MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T22:51:57.885770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc502629-83e2-4271-ac0b-0aefb1e7e6b8 · inbound

Multi-Modal Requirements Data-based Acceptance Criteria Generation using LLMs cites this paper.

Multi-Modal Requirements Data-based Acceptance Criteria Generation using LLMs MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T22:34:14.454155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5b6ccda-328f-47e0-895c-d34039522811 · inbound

Region-Level Context-Aware Multimodal Understanding cites this paper.

Region-Level Context-Aware Multimodal Understanding MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T19:39:48.059765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bc8aac7-d7b7-4b65-8f55-6d857127b470 · inbound

SEFRQO: A Self-Evolving Fine-Tuned RAG-Based Query Optimizer cites this paper.

SEFRQO: A Self-Evolving Fine-Tuned RAG-Based Query Optimizer MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T16:56:35.133188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 302827d9-a4f2-46ab-9244-c2efaec93d7b · inbound

SAR-RAG: ATR Visual Question Answering by Semantic Search, Retrieval, and MLLM Generation cites this paper.

SAR-RAG: ATR Visual Question Answering by Semantic Search, Retrieval, and MLLM Generation MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-16T07:37:32.741800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 39023f8e-f33b-40a1-9ff3-ebafd932e57b · inbound

Traceable Fault Diagnosis for Battery Energy Storage Systems via Retrieval-Augmented Multi-Agent O&M Assistant cites this paper.

Traceable Fault Diagnosis for Battery Energy Storage Systems via Retrieval-Augmented Multi-Agent O&M Assistant MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-07-03T13:48:20.247631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d148762a-9317-4037-b0cf-c73fb650c645 · inbound

Multimodal CoLRAG-TF: Triple-Filtered Retrieval for Complex PDFs cites this paper.

Multimodal CoLRAG-TF: Triple-Filtered Retrieval for Complex PDFs MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T08:16:43.600979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.