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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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.800537Z digest=sha256:08bc2f07ef0793c21eb9aa6fedac2fb49af80027724843a27e3a0032d0d3b85e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.803252Z digest=sha256:191e096f067d92912bbb8d1f5171b2e973a6006b4866a7a0c9ad72d52d0dda64

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.806275Z digest=sha256:f29436de1a74fe081694b789bf45bde940862316ca30a19a6e70c9f1c7bcf8ae

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.819427Z digest=sha256:8540434611200e5fc920c0f50d58522e6e2307ac88ca9eaf6ffc31527523b939

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.797618Z digest=sha256:b814566df09bc8e08f88fc340c62838fa09cc67532a9acf8e1eb68daaed3c20b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.894289Z digest=sha256:64a7b4212352a6f5a7022e308f593b9369897b246d71a67e75f81041c2ccc2a8

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.809426Z digest=sha256:f7ba62bf1093f89bf4de44e1ea05893ac3595d7524adf3f7a95186e765d2f8a4

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.812437Z digest=sha256:4401b7ff00afe102052052c5928d127fa47554e057b453cc4de0be9acac4acbd

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.816142Z digest=sha256:dff3686dca84e3af12e161e54ea6b952f0ca2d63cc3b040d5b9d5d58fa717ec1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.822284Z digest=sha256:c322a4b8b5b7ecf33cf37f567cbf20d82ba9f499caf60c7ff5e28d1c7a167943

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.825209Z digest=sha256:bfe658ac79dd7bdb8569bdabb116fb5a79c09b769d8cf2a47b0db5ac5091c93b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.828102Z digest=sha256:9946d641bcad918ff918d7b991e15993659eebc7076a6285a252fc8222a27c55

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.830883Z digest=sha256:845eb420d082edc32dc053dafa319eae67ed62ab3ad60ff8ccd3bba1c0d8e00e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.833813Z digest=sha256:e988589d217b74a17fd202f53f65d00619a1f1bc7752a3fc6bf6b76d5a6b9d90

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.836941Z digest=sha256:fdf2e1d54ac1670ad28cd6d61267d4781f6026775bfa36a50a8ecaa2db87f4c1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.840145Z digest=sha256:45983aa08a2781cefc932a9426120a043285ffec5a44624908c525fee6c1c21a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.843025Z digest=sha256:87a2ccf38d5acf42fa738cc0ae50c4fb8ec6ba3a42b950d4c01bad1fcbc475de

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.845824Z digest=sha256:26af666e672823102cb9bbbb5582991304d69a6c3f09d1c0d5df1e4d2cbdfe66

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.848954Z digest=sha256:c84462bcbdc061b83b1bb76acd1545db57faba7b97e73e769af882d5603b32a9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.851817Z digest=sha256:420d90887bbf3dabf035074eb3f9e2402587ba0f6c589dfe23aa65e9fe2a7960

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.854663Z digest=sha256:3b04c2323c9bed10496f85c45b78b6ce96a5f877cd1fccaaf02d862d2cff713a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.877358Z digest=sha256:6c416ca77d0be68eac1b934c32a36a1398ecdb466eb92f95346fbf2728b06cb9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.880290Z digest=sha256:b42d666bae2e78cd84296cd94e42b4482c92f827aa2f354dfe715b78e3a5bb53

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.882940Z digest=sha256:9348485d5a16ca49d881b213a9e2e4781c8ff45981d9087c19c89f32ac3bc41e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.885896Z digest=sha256:29d701077fe1d7758adc22138dd9d63158a7597c3952c2ba09ecfc0eb5761635

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.888958Z digest=sha256:436db3a3678fa152482eeec4da4271767d76d6a57644c1d55cdd56e3190b5ec6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.891677Z digest=sha256:74503656bfdbb2e3caa14f0de1df1e6127297b076505b823988878632ffcebfe

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.897280Z digest=sha256:6ae987135a8c264af871c2abf9dd5688bd9ed92722fedd7b564fc48637a8b2d0

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.899578Z digest=sha256:bb32ebdc17921a1254502247d501231164b1955b8895a0c501d036fee530d7bd

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.901737Z digest=sha256:bcad59b74c2a74eaf9927bd423f3ebbec4027c69c4ae1ebfa2737b559b585aff

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.903887Z digest=sha256:a7a3305847aabf1d36ce760a6ea67442fc08e0f4cbcce9acc50525801c209fa6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.910623Z digest=sha256:d41e5b6a1830fe3ca791f0f20aadd4046e7391ea91d7e09e6495ce1d6f3a36a5

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.914750Z digest=sha256:d2227ef22884b1c2d1a61d02b6b28063079f79f53bcc791bcc529fe242dc39d9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.916856Z digest=sha256:c24798e58e75db20b24b6096b3016ea37a9001bfe9c439e17921afcee7ff6322

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.918865Z digest=sha256:f3e77131a3854eec504fdf4fcd10c577c9911361aaaf25b91001bddb5705a6dd

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.920952Z digest=sha256:bc203984357b9c2b8e148c450048c2679b4f37eab5011ad8ef7054af0e52de4f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.923665Z digest=sha256:5eb4dbfae6c2701bc1dac36a95d823456ac2cba54013b27996c426a2194307c1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.925922Z digest=sha256:19db1dabab1f148c8f4fb215f3289b014689fb27c38642a8ef4c8c15e099c7db

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.928143Z digest=sha256:40996106a5f1cd684d30d10ba3b8831f44b3dea7d47a02e2d89c0bdd1cefc5ad

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.930438Z digest=sha256:8e179e967bd1d697cb572464d7ee74f4ef58eaa00da5ef65ec1b04f14e677f56

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.932515Z digest=sha256:42d907ff11213f64bd33dc97a774a9598b22edbfc0d2e3ce424347a281105f86

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.935106Z digest=sha256:e91f025bf1afdd17014ed9eaac05bd0ce954172c96481c52b44a864731a29909

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.937875Z digest=sha256:bb2ff46c8e089b97a3dc05fb7f7c8f99e7816dfb6447469ede4d9184854253f8

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.940462Z digest=sha256:22625990e04c1836016c55c4061e9305fcea8ccc81631496f3e9b28b3ab93170

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.943550Z digest=sha256:332aa0c53780f122fafa4a56395d285850cd548c09cde1f6631cbf0ea0105433

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.946340Z digest=sha256:a06a9b84336a8928c74af6047e1ca5787105b56d26cdfab266edb89c0aefb432

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.949247Z digest=sha256:304a165a243e9398c82577a9b223d2c4b448cb3e430aadf2874a80f298f2d815

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.951860Z digest=sha256:9ce164fe1c4562ec835f47d8c19a6d94c84233fa133be8b300d95911fa663741

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.954377Z digest=sha256:a7155958726163d0f2131549a9beecc7fb63970d83b9470b1ff4477e6dc907e9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.957237Z digest=sha256:aa2cc229915e50c633b48f90f88d3526fe4f5fca3fbef8bb692d72002cd05bf9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T20:35:18.959683Z digest=sha256:c45cee649d3ca6beeb3321fadc6d255f0a8ff59c4db53c73341233a447c103fc

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=sha256:8ac525cb5e69df937e4104f4f7d08ea5ccad02b426d771f4eeaae3db46b5cfcf

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=sha256:7c6b1c67b0f489b5e57c3a12a42c2971d7ad29b4b95d85dd0d41eed4ccab54a1

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:f062e05dd64b06762d7ccfdbdb102dc52dc94edd2cd7721386aeaa20c17a525c

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=sha256:1a7e6272219317220a94bf3796e0eb94b4ee74df4edfd372467f12856fbcf240

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=sha256:9457be93532bc926821f85870965d1c5553521d04663fe785e40100bfe0c9a41

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T07:33:56.072188Z digest=sha256:960862c340b7c9f2fd4ac2b3d532b32eb406536b9aa03c902bb52ad6a846dc4d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-27T03:57:19.028507Z digest=sha256:3cb0e833c692b459854204d4a4c37673d5cd5b11533d10f803a6bc41941fc51b