Paper Citation Record · LEDGER

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text

As of 13 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 1 inbound Pith citation observation for arXiv:2509.07538.

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

pith.paper-citation-record.v1
2509.07538 v2

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T22:06:14.726012Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T22:06:12.301504Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-04T22:06:14.962988Z

Reference resolution

25 of 25 outbound references displayed

verified exact1
verified fuzzy18
unresolved5
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 606b6d8b-d461-4960-af5b-173171b3b925 · outbound

This paper cites TextlessRAG: End-to-End Visual Document RAG by Speech Without Text.

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text TextlessRAG: End-to-End Visual Document RAG by Speech Without Text

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-04T22:06:15.028832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 600a6e06-3e4b-4834-b9ad-dbfe3a638a6e · outbound

This paper cites an unresolved cited work.

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-04T22:06:17.673515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 47eab786-962c-4950-91ee-8c1849fab26a · outbound

This paper cites QA” and “Pool.

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text QA” and “Pool

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:06:17.545134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1bacaeaf-5a0f-4afa-abb0-3abaca15851a · outbound

This paper cites T”, “I”, and “A.

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text T”, “I”, and “A

Reference 4

Resolution: malformed identifier; raw_fallback, observed 2026-08-04T22:06:17.451643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3440a9c0-d2b6-40a1-a534-d80f8976fdb2 · outbound

This paper cites We also introduce the first bilingual bench- mark for this task and release the first open-source Chinese visual document RAG dataset.

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text We also introduce the first bilingual bench- mark for this task and release the first open-source Chinese visual document RAG dataset

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:06:17.317046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1423b882-83c0-40a3-8715-4419875f8612 · outbound

This paper cites Qwen2.5-VL Technical Report.

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text Qwen2.5-VL Technical Report

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T22:06:12.726138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f0f9cdd-5cb6-45df-a3b4-b80af33a98cd · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T22:06:12.859876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 871b664e-c294-4bcb-b8d9-0f3f6e942b40 · outbound

This paper cites Internvl3: Exploring advanced training and test-time recipes for open-source multimodal models,.

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text Internvl3: Exploring advanced training and test-time recipes for open-source multimodal models,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:06:17.214049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d34ea977-7fb2-4015-9f58-671224254057 · outbound

This paper cites Qwen2.5-Omni Technical Report.

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text Qwen2.5-Omni Technical Report

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T22:06:13.082058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32547a26-8c4f-457a-99e8-5ac6ce85f793 · outbound

This paper cites Multimodal large language models for text-rich image understanding: A comprehensive review,.

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text Multimodal large language models for text-rich image understanding: A comprehensive review,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:06:17.120494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 95a827ec-44a4-4fe2-bbe2-090653ed6d23 · outbound

This paper cites Mmlongbench-doc: Benchmarking long-context doc- ument understanding with visualizations,.

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text Mmlongbench-doc: Benchmarking long-context doc- ument understanding with visualizations,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:06:16.990451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 562fc4ec-99ff-4236-b3c1-ac4a53790dd8 · outbound

This paper cites Slidevqa: A dataset for document visual question answering on multiple im- ages,.

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text Slidevqa: A dataset for document visual question answering on multiple im- ages,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:06:16.851276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 480d65f9-44d7-4389-96f5-54c4f5ff02ee · outbound

This paper cites Visrag: Vision-based retrieval-augmented gener- ation on multi-modality documents,.

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text Visrag: Vision-based retrieval-augmented gener- ation on multi-modality documents,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:06:16.748304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation cf69189f-c193-4101-ac81-a1f6822cfb10 · outbound

This paper cites Vdocrag: Retrieval-augmented generation over visually-rich documents,.

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text Vdocrag: Retrieval-augmented generation over visually-rich documents,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:06:16.643795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7cbf5f85-c8b1-4fce-a48e-2d61d87c3c8c · outbound

This paper cites ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents.

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T22:06:13.857070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c36e5c04-4cf5-4a1e-b3f3-c55cc9e501dd · outbound

This paper cites Towards multilingual spoken visual question answering system using cross-attention,.

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text Towards multilingual spoken visual question answering system using cross-attention,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:06:16.545105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3629ed68-c9d4-4e57-899b-ccbee08d4cd5 · outbound

This paper cites Spoken question answering for visual queries,.

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text Spoken question answering for visual queries,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:06:16.411574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7cd47da3-cd8c-4f36-9db2-675f04a48a10 · outbound

This paper cites ChartQA: A benchmark for question answer- ing about charts with visual and logical reasoning,.

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text ChartQA: A benchmark for question answer- ing about charts with visual and logical reasoning,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:06:16.316678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 643ea55e-f9f3-40c9-a69c-72a08ff89757 · outbound

This paper cites Infographicvqa,.

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text Infographicvqa,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:06:16.186822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b53390ec-f5f9-4d6a-9ad6-698038c1d832 · outbound

This paper cites ICDAR 2023 competition on document understanding of everything (dude),.

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text ICDAR 2023 competition on document understanding of everything (dude),

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:06:16.083954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 451b199f-c2f9-4bf3-b9a5-4bffa7b36efa · outbound

This paper cites The probabilistic relevance framework: Bm25 and beyond,.

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text The probabilistic relevance framework: Bm25 and beyond,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:06:15.934745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4298f707-c53d-4f71-9f43-94128b5750ac · outbound

This paper cites Text embeddings by weakly-supervised contrastive pre-training,.

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text Text embeddings by weakly-supervised contrastive pre-training,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:06:15.783246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 61a5874e-f27b-4497-a356-f2e1dfdda83f · outbound

This paper cites Nv-embed: Improved tech- niques for training llms as generalist embedding mod- els,.

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text Nv-embed: Improved tech- niques for training llms as generalist embedding mod- els,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:06:15.560850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a17f529f-8511-49a9-9759-ce5e9170135b · outbound

This paper cites Learning transferable vi- sual models from natural language supervision,.

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text Learning transferable vi- sual models from natural language supervision,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:06:15.372478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 79f12e5e-06ae-4220-b8e0-5c89fe9d0eca · outbound

This paper cites Uni- fying multimodal retrieval via document screenshot em- bedding,.

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text Uni- fying multimodal retrieval via document screenshot em- bedding,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:06:15.231025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

Observation 606b6d8b-d461-4960-af5b-173171b3b925 · inbound