Paper Citation Record · LEDGER

Beyond Text: Optimizing RAG with Multimodal Inputs for Industrial Applications

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2410.21943.

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

pith.paper-citation-record.v1
2410.21943 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:51:25.869361Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T01:04:13.537142Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

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 abfc432f-6c87-4b55-bcaa-01f272781b30 · 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 Beyond Text: Optimizing RAG with Multimodal Inputs for Industrial Applications

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T13:16:38.298153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e8efef7-5b86-48e4-92be-da03869a9c90 · inbound

VISA: Retrieval Augmented Generation with Visual Source Attribution cites this paper.

VISA: Retrieval Augmented Generation with Visual Source Attribution Beyond Text: Optimizing RAG with Multimodal Inputs for Industrial Applications

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T12:16:31.310174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90489f3a-e087-434e-a8e9-ca4f8e4c39f1 · inbound

Document Screenshot Retrievers are Vulnerable to Pixel Poisoning Attacks cites this paper.

Document Screenshot Retrievers are Vulnerable to Pixel Poisoning Attacks Beyond Text: Optimizing RAG with Multimodal Inputs for Industrial Applications

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T05:49:54.339114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86102f48-041e-4134-a937-48bca6faff94 · inbound

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering cites this paper.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Beyond Text: Optimizing RAG with Multimodal Inputs for Industrial Applications

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.869361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b915fb7-e3f6-4b5e-9eee-0112ea014616 · inbound

DocSpiral: A Platform for Integrated Assistive Document Annotation through Human-in-the-Spiral cites this paper.

DocSpiral: A Platform for Integrated Assistive Document Annotation through Human-in-the-Spiral Beyond Text: Optimizing RAG with Multimodal Inputs for Industrial Applications

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T23:59:04.251784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee7e193f-ca47-41f3-8294-0d56b8b6df3f · 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 Beyond Text: Optimizing RAG with Multimodal Inputs for Industrial Applications

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:25.951200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f1b34e7-96e8-448c-be34-db98c22fa617 · inbound

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification cites this paper.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Beyond Text: Optimizing RAG with Multimodal Inputs for Industrial Applications

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-08-06T01:04:13.635027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9595a6ad-f3fa-4763-b604-6c7a7e151c8e · inbound

HVM-GraphRAG: Holistic-View Multimodal Graph Retrieval-Augmented Generation on Complex Document cites this paper.

HVM-GraphRAG: Holistic-View Multimodal Graph Retrieval-Augmented Generation on Complex Document Beyond Text: Optimizing RAG with Multimodal Inputs for Industrial Applications

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-30T17:10:20.669901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.