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Paper Citation Record · LEDGER

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow

As of 9 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 3 inbound Pith citation observations for arXiv:2502.05036.

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

pith.paper-citation-record.v1
2502.05036 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T20:35:18.959683Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:41:33.477774Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T17:38:44.090772Z

Reference resolution

55 of 55 outbound references displayed

  • verified exact0
  • verified fuzzy16
  • unresolved38
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 617e75a7-6b26-49f7-bb23-b8ae74277ce5 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.402905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.800537Z digest=sha256:2171ff93d6ed25b8c799dd0074ff7c55dd47c7e4e4caab6cf14b6aba5fa5992b

Observation 0a14e42c-a5c0-49e9-b0dd-02ac106433c7 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.395298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.803252Z digest=sha256:92dc273c74bafdf133fee5e43a8529c90fe77f8d9b3a87025422e4bf7bbdbe32

Observation 7ea07c9a-b678-4a63-a013-e604df80b160 · outbound

This paper cites Scoring Scale: • 1 Point: Very poor, unable to understand or severely lacking information.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Scoring Scale: • 1 Point: Very poor, unable to understand or severely lacking information

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.387561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.806275Z digest=sha256:94fdec57b16ce42326bf1838c18e5b3888c4df273b2f4e077847a28242ee16b9

Observation e2064b59-e1ee-430e-a1e1-e4f92f9f9690 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.356464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.819427Z digest=sha256:73db6ecd474bae2c1f4572840ae2117bf1bb4f388f47c5674b75a87a138e0017

Observation 4b6c8fbd-a54b-464a-a403-a29fd1135ff8 · outbound

This paper cites Proceedings of the VLDB Endowment , 17(12):3920–3933.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Proceedings of the VLDB Endowment , 17(12):3920–3933

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.410928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.797618Z digest=sha256:045da2936020ff31579a89343eedda2323327acf9b8ad0b39f8956397100da54

Observation 08646b60-dad5-44eb-a1fb-6b8b8d78ccef · outbound

This paper cites The query involves joining these two tables to analyze order amounts by customer type and month, which requires aggregation and time-based binning.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow The query involves joining these two tables to analyze order amounts by customer type and month, which requires aggregation and time-based binning

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.154923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.894289Z digest=sha256:0cead08130e74ce650d1cc5b7bac9a2912c41e1130b5e11f627129174d68cdc7

Observation f480844d-2942-4cad-b2e6-a232348966f1 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.379712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.809426Z digest=sha256:0a01a4170b48a8c51596dc1f6c34764949c1f0636f602464682649c08eaeddd2

Observation 8aee5eea-d4df-4ab3-b0d3-4a2b1680515d · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.371716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.812437Z digest=sha256:b8ca0e249fb07774bc8031e7f9bfd88f00d728f67c7628f13e9c40e64f5f6199

Observation b570a4b6-30d5-4788-9bed-639787d0c8dd · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.363992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.816142Z digest=sha256:87fb625fb4f7ff6ca4b35d5f5cc1e095d428488d2a0766d193d35d0c1ee337f5

Observation 09713254-0527-4ef7-8e57-a5d8cac820eb · outbound

This paper cites Evaluation process:.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Evaluation process:

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.348501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.822284Z digest=sha256:a7930ba75066c7a82b63acfecf180f30f82b86eafc7287dacc2dae872f0efeea

Observation 2238a7e2-4f1a-4851-baaf-c0369d64b30e · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.341299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.825209Z digest=sha256:978acf5dd517873d9e206098f9a7981d5ebab404ef8bd8e1557de847e3de1f66

Observation 5222e65b-a7b3-460c-a46f-ed9ec6d6a801 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.334421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.828102Z digest=sha256:3cbbd832f9bbdad03a125aff794331e4f03e4c48e31c1dd2a420eabfccdd4f7c

Observation 84dd209d-4573-4615-933b-4702ab676ed7 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.327306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.830883Z digest=sha256:107d96b70fc45d0778d791d51e2baf2cadd08b27a52ddfca614553dd8db72abd

Observation 7cbbb614-21c7-4bc2-8f50-5884871663ba · outbound

This paper cites CREATE VIEW {table_name} AS SELECT * FROM read_csv_auto('{os.path.join(data_folder, file)}').

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow CREATE VIEW {table_name} AS SELECT * FROM read_csv_auto('{os.path.join(data_folder, file)}')

Reference 17

Resolution
malformed identifier
raw_fallback, observed 2026-08-08T20:35:19.319743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.833813Z digest=sha256:870e4201d44b9e5729e960745440ca5d51cf4a5076f026396bd30bf084f3c938

Observation 346833f5-d36f-424b-9fef-27155dae8779 · outbound

This paper cites - Only exclude columns that are completely irrelevant.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow - Only exclude columns that are completely irrelevant

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.311237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.836941Z digest=sha256:5d2bcfdb56104c0e28ee34ebc4f81dbef64a3f74f3f7840aa72af1785c7ff0cf

Observation 1dc2a3a3-ad92-4968-a005-96853a289057 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.303439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.840145Z digest=sha256:71fa2f8671bae7d947a1e246b759c41624a848f5fb5d6c3cd50e551604ab2c1c

Observation 3689bfd4-f3f7-459c-ae29-1b2bc1807f42 · outbound

This paper cites - Include the number of tables, total columns, and any notable relationships or patterns.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow - Include the number of tables, total columns, and any notable relationships or patterns

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.295592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.843025Z digest=sha256:41701b5241945b822b832b3ef22bc11dd2fc9930de025d96cae01f1432795f1c

Observation d781072c-c1a5-4892-b7c3-2116167f94cf · outbound

This paper cites Student": [.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Student": [

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.287247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.845824Z digest=sha256:534f0bc7c4f9d9b32c052d086003fe74290f7c3942dbda9e12702dae4b456108

Observation 1dc11573-7cd8-44f9-9e7e-6157658d9e85 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.278929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.848954Z digest=sha256:5c88058da2ae3884c8b6f70aef8b6e1c30087e53e5a1d3c82d237c316abaaa10

Observation 20ddba4b-5828-44fb-8faa-781e38cef385 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.271277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.851817Z digest=sha256:3a57abcaf5b418e428cbb661e571fb5190f18a7f9696db5ea7268c3404e002eb

Observation 29aa0275-63d9-45d0-9753-fafb94a8fcb9 · outbound

This paper cites VIS TYPE + SQL + BINNING.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow VIS TYPE + SQL + BINNING

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.263460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.854663Z digest=sha256:db77b766f3bea3a1e74ae517778b0e9fa82572a59733433fad49dd9fe58f55c2

Observation 9912076d-71ad-4eba-927d-8b9b3e0615b1 · outbound

This paper cites There is a one-to-many relationship between Customers and Orders through the customer_id foreign key.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow There is a one-to-many relationship between Customers and Orders through the customer_id foreign key

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.203330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.877358Z digest=sha256:8ffc34c43c7f915e28f89ad49489bb7b9d48cdb0f24b4fbcb114eca9fff7377d

Observation ee4fd2fb-8e43-47b3-838d-eec3dd57fa59 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.195011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.880290Z digest=sha256:de3c2a6c228ede233bf8d3f764e955cd83b4dddbd54b97f152ea495010fce54d

Observation 67aa75b9-acba-4dae-97c7-faff4e269c58 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.186468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.882940Z digest=sha256:d419510792a17ce957059557f0db3afdf3b2dd1fa137bddaaf0f97e54086b236

Observation 01dd9f06-961e-4fbf-b01d-46b93cfb79e0 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.178580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.885896Z digest=sha256:94fae2eac01bc2dd44c953fbcf7f640422913a4903305a438096e4389b24c4f2

Observation 967dc8f9-9dd3-4ac0-8412-cce3f1f3941e · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.170792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.888958Z digest=sha256:f6678284c8657b84ec7b56eaa92e9f928ad8299662a741e6c2c02c66f8897cb8

Observation e7e4e7d4-87cc-4d7b-82b1-3ba724bb170d · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.162751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.891677Z digest=sha256:2dd845c532914ad0f5630d53fb37a9ef362c1cf3117e87c9dc9a132de452d51f

Observation 7f8cc99f-95be-4161-a0cb-e62e9c3f799d · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.146588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.897280Z digest=sha256:19d3c5c0663e44aae5c88f8c7ca24551eb25cc3b48f402b39e8a2d031cae71a7

Observation 3d171f11-e3c4-4d52-b16b-9658302705fe · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.138512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.899578Z digest=sha256:1cca0dd508cdc0a06ce1e4c8567bae92108f8d860bc1f167ee3d720923788986

Observation c7672acd-67ee-40fe-8bf4-c02b697077b7 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.130762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.901737Z digest=sha256:2e9afcb9daf2710fc93b4f655764a4ffa09898e4dfd23da2f162aa7943ba9eab

Observation 852a20e6-e1a3-4db8-a231-fe2b7f5d0413 · outbound

This paper cites VIS TYPE + SQL + BINNING.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow VIS TYPE + SQL + BINNING

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.122549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.903887Z digest=sha256:95f73fa632f9bcd9de9850d8c533b313ad464a3cc982e9deeaecbdbd5ca358f0

Observation 444f072b-1ed1-44a0-bc71-31c6bad7f48c · outbound

This paper cites For simple visualizations: - SELECT exactly TWO columns, X-axis and Y-axis(usually aggregate function) b.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow For simple visualizations: - SELECT exactly TWO columns, X-axis and Y-axis(usually aggregate function) b

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.240213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.910623Z digest=sha256:b7ab0855c4a27e010d17154306de67064d2e863ecdd5588e2ba6981452e47c23

Observation b45ad8e1-54d3-4d97-9125-966057f756e5 · outbound

This paper cites COLORED BY.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow COLORED BY

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.224496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.914750Z digest=sha256:5454bc67cf45047deb5b5cb00b767b14a5922d2ebbd01bbe5ba791e3a139d6bc

Observation 40d556ef-e069-4a3b-84ab-a545f78a0a0b · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.217245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.916856Z digest=sha256:fd21516d2d303594fc1c3b170772a5c3c0ce18b92f4829ff8d461c799c7d2f67

Observation 22bf8cce-2745-4b94-ba41-ee6e9edb6b02 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.210369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.918865Z digest=sha256:3bdc9919aa7b9c1e9ff12e1d2fd3133131d00eca1d0cb80d43565b19d164ce6b

Observation 95efbe74-c4b6-48e4-8751-71733b27ab68 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.114586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.920952Z digest=sha256:003a14975743e0911b876457399e85d6b2de026c7d6e2d11b3568af652032b29

Observation 37e307c2-2f9c-42e2-8fae-7c4a97ed3df2 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.107318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.923665Z digest=sha256:92c693d6536147ac21695b6586494cb8212b8916ba9f1dc0e817791b9ec0b733

Observation 240447fb-ebe7-4a12-af8b-bd136c01f53b · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.100265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.925922Z digest=sha256:96233589bbaca90a1670c30482f932751e99d97bb1be727a9ad39c21493365b7

Observation 24986794-6cc5-4d04-b9bd-1a8fb2968082 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.093245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.928143Z digest=sha256:aa8868f35e9d5a135d20fe961cb7855e347e164172239aa3509e0314cb4a4753

Observation 1e7436e1-4bcc-484b-8d7a-4aee406c965c · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.086252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.930438Z digest=sha256:5622f326a69f1963b2ae216cca0a88bea9deb92574b10c3e58556b3b32afd18a

Observation 5b6333aa-bd2d-4061-8197-e58d45949da4 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.077994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.932515Z digest=sha256:f21ebd64160214bb93f0763fa70524007f8ce3f80448d314cec4964780d9a2f6

Observation d85a9b22-61c4-4481-ac6b-0b29b9e67c5f · outbound

This paper cites The query involves joining these two tables to analyze the number of courses offered by the Psychology department each year, which requires aggregation and time-based binning.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow The query involves joining these two tables to analyze the number of courses offered by the Psychology department each year, which requires aggregation and time-based binning

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.070217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.935106Z digest=sha256:486f5ce15f24822086ba0d8cde5b8fead17dbf91086d67b29b295d45196a5607

Observation 21943a5a-8746-4a05-8cf6-0058fd280fc8 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.060982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.937875Z digest=sha256:07bf80bd4f1540e751622833adf8d3235b16ad8dc327ba7004eb744c1e1f0d4e

Observation 57622507-957e-4b45-b47c-92a72bdd16d7 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.052091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.940462Z digest=sha256:fdc37ca4eb0fbc3fcf13c955ad79f53acfb0090a77354bcaab9008c81c3a8e65

Observation de5f2134-69e4-44a4-8e75-7341dc1a58fc · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.043961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.943550Z digest=sha256:e64d9f1b80454207ab0a23ab398200bc42b63d7b3fa263e1e2afd01826dbd385

Observation 122199a6-1239-414b-b24d-2af84e0c9a41 · outbound

This paper cites VIS TYPE + SQL + BINNING.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow VIS TYPE + SQL + BINNING

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.035202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.946340Z digest=sha256:bccd1ed193e32d835758e4a714b1556acf20bbc0cdf990a1e01c0cbf23c5f398

Observation 3d24a7d3-db82-48e8-863e-ccfbf1ba7a65 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.255755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.949247Z digest=sha256:6f49af9131690cd78181ebe0e3281728a83c99a3834b5be6f93c9eafe5753a2a

Observation eef6f12d-9b4e-44c6-8868-f9c7c07ec056 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.247754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.951860Z digest=sha256:4ea1f43412a275328c3cff5d2ef37109f23241ce0ab2a18e58a678710a69e76d

Observation e7ef0107-2b63-418d-bb32-865b0435ade7 · outbound

This paper cites For simple visualizations: - SELECT exactly TWO columns, X-axis and Y-axis(usually aggregate function) b.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow For simple visualizations: - SELECT exactly TWO columns, X-axis and Y-axis(usually aggregate function) b

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.026134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.954377Z digest=sha256:70d4f96a5fde5e7ce314809758179d23ee87ef6399b3abd01c66c0de72aa46ef

Observation d50bbc63-d76c-4016-8ada-6d31ef3e2eff · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.232070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.957237Z digest=sha256:ca60fef8e69317eb38d6fa250d747fc2a14f4323939e3ecd97c6338410650852

Observation 371c7504-fa2f-4417-bea9-2b6c155dc4af · outbound

This paper cites COLORED BY.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow COLORED BY

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.015865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T20:35:18.959683Z digest=sha256:8956e8c961853bbc80c2fedefc91c69c3aa582ff7f23a179731a63b7f8c29a28

Observation 8eefc5e4-4ce2-46ca-8000-edfca3e5ee39 · outbound

This paper cites nvBench: A Large-Scale Synthesized Dataset for Cross-Domain Natural Language to Visualization Task.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow nvBench: A Large-Scale Synthesized Dataset for Cross-Domain Natural Language to Visualization Task

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-08T20:35:18.787762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T20:35:18.787762Z digest=sha256:be04193c7ff215906d32f79adb1dd7cbc83a96a7aea7545180ca765a28519638

Observation c020b157-96a0-4eb6-b648-0e302e5b9f34 · outbound

This paper cites TQA-Bench: Evaluating LLMs for Multi-Table Question Answering.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow TQA-Bench: Evaluating LLMs for Multi-Table Question Answering

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-08T20:35:18.791454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T20:35:18.791454Z digest=sha256:2161d6225013e159ee8f981f5312b5d354becb3f3895e06a262da38a992709b1

Observation 257803f5-4870-4a56-8318-f7ac5f9b8318 · outbound

This paper cites Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-08T20:35:18.794505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T20:35:18.794505Z digest=sha256:91900e1c79e6a907827a34d209503d0f1c708bbeb3f1dab7310b7797b1621ee2

Observation 085cdbc7-72ff-4baa-92c2-bbd77bcfe67a · outbound

This paper cites SQLFixAgent: Towards Semantic-Accurate Text-to-SQL Parsing via Consistency-Enhanced Multi-Agent Collaboration.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow SQLFixAgent: Towards Semantic-Accurate Text-to-SQL Parsing via Consistency-Enhanced Multi-Agent Collaboration

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-08T20:35:18.783150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T20:35:18.783150Z digest=sha256:a8e46c1a1e213fdf72fe41e6fa32926b6af546abc533832582cc101361f7e26d

Pith citing papers

Observation 915e1122-2b9d-485c-a6d0-f5c6e4662c5c · inbound

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation cites this paper.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T00:41:33.477774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:41:33.477774Z digest=sha256:4067fa34ceaf6b2e00ee9cc0199fba5174aae145ea02c42c90b932ac593c44b0

Observation 63ba658f-34df-4762-9b19-2f94e26763e1 · inbound

Proteus: Shapeshifting Desktop Visualizations for Mobile via Multi-level Intelligent Adaptation cites this paper.

Proteus: Shapeshifting Desktop Visualizations for Mobile via Multi-level Intelligent Adaptation nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:01:10.722350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-08T07:33:56.072188Z digest=sha256:aebb7071fffe4bad8c0f8e5333cd9c5392cc32fa33b9df341495fb1cbf9af0c0

Observation 831e3999-9287-4eb0-99d6-3071163f9c5f · inbound

Beyond NL2Code: A Structured Survey of Multimodal Code Intelligence cites this paper.

Beyond NL2Code: A Structured Survey of Multimodal Code Intelligence nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-07-03T17:38:44.092247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-27T03:57:19.028507Z digest=sha256:7207cd6a94be79740cc8e7bc4d92a2bb35ee0fb0797c0d3dc40ea2e58694014f