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Paper Citation Record · LEDGER

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model

As of 23 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 0 inbound Pith citation observations for arXiv:2412.06821.

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

pith.paper-citation-record.v1
2412.06821 v1

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T21:50:47.417116Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

62 of 62 outbound references displayed

  • verified exact2
  • verified fuzzy51
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation abca6fe6-9ec9-48d5-860e-300e117eea3b · outbound

This paper cites Telling the investment story: A narrative analysis of shareholder reports,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Telling the investment story: A narrative analysis of shareholder reports,

Reference 1

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verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.852626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation af708e14-b200-49e1-b5f3-bf4bb8f61d3d · outbound

This paper cites Narratives in economics,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Narratives in economics,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.831760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.005250Z digest=sha256:e063014a9e1f7ccb0222a88ee1fa155e25331709896f48f29fa7eb324acc2c91

Observation ecd7bcf9-6cfa-47ec-af35-6aef88e38ecf · outbound

This paper cites Narrative visualization: Telling stories with data,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Narrative visualization: Telling stories with data,

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-11T21:50:47.011808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:50:47.011808Z digest=sha256:31ccc230b8ed39abc3e3d3b962e22d2b4f14f554b29e03be8c39f35b19c20fa4

Observation 7486f0cf-6902-4c28-99db-4cacce0ba140 · outbound

This paper cites Au- tomatic Annotation Synchronizing with Textual Description for Visualization,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Au- tomatic Annotation Synchronizing with Textual Description for Visualization,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.795828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.019941Z digest=sha256:527c26083b3e3023afd333ee27562fbc4f118ba1d7f36de410dccf1bc2926d81

Observation bddd0908-e7c7-403b-ba1e-66247aedd34e · outbound

This paper cites ChartText: Linking Text with Charts in Documents.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model ChartText: Linking Text with Charts in Documents

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-11T21:50:47.825941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.026376Z digest=sha256:dadc1219f8e630f3199632a4530502d3ee5467910f08227883bac6e3a9f2e663

Observation 356f9d4c-d3dd-485f-b7d5-2327e43ddd7e · outbound

This paper cites CrossData: Leveraging text-data con- nections for authoring data documents,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model CrossData: Leveraging text-data con- nections for authoring data documents,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.775360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.033209Z digest=sha256:97b674c7e0b2222e3dc984140dbdacb5a510f02fb9d789857ae923c471984747

Observation f6c7c1ae-efca-4623-8d87-619d1d2c51ba · outbound

This paper cites Chara- graph: Interactive generation of charts for realtime annota- tion of data-rich paragraphs,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Chara- graph: Interactive generation of charts for realtime annota- tion of data-rich paragraphs,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.755782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.048001Z digest=sha256:a2fca1740dd1fbf39c96d87add5c6d616531ee7017244af9df4ecf1aa389c5d4

Observation f1ab3e52-0bdb-43b1-a357-d5733cf125e0 · outbound

This paper cites DATATALES: Investigating the use of large language models for authoring data-driven articles,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model DATATALES: Investigating the use of large language models for authoring data-driven articles,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.737688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.054835Z digest=sha256:4bf4f20bb4093a9fe7a13ad90e82be0875d2ac6cf77903490447f5dfa68262d1

Observation a420bb08-7553-432e-9fca-3d3b7c6dc5f8 · outbound

This paper cites Graphical overlays: Using layered elements to aid chart reading,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Graphical overlays: Using layered elements to aid chart reading,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.718084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.063936Z digest=sha256:057901562c95137f026ad581988f61b2ffdbe6d6284562ca0988066152e358c8

Observation ffeded1c-ad64-4af3-9aa3-6134c7e795b7 · outbound

This paper cites Contextifier: Automatic generation of annotated stock visualizations,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Contextifier: Automatic generation of annotated stock visualizations,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.698665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.070504Z digest=sha256:e57e82521134d36b7fae3026ea43868d0ae0c4074924cb2eb29f0ea3da4d9670

Observation ecd9b5a1-aab8-4559-a3ea-8b80bdb4a326 · outbound

This paper cites Augmenting visualizations with interactive data facts to facilitate interpretation and communication,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Augmenting visualizations with interactive data facts to facilitate interpretation and communication,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.679678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.082542Z digest=sha256:c58c3976411404e826e05010d073c05ab96741b18bdacd7d5a5d7c526589728d

Observation ab011628-3fcb-49a2-a0b6-42ec83e40da1 · outbound

This paper cites A Qualitative Analysis of Common Practices in Annotations: A Taxonomy and Design Space.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model A Qualitative Analysis of Common Practices in Annotations: A Taxonomy and Design Space

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-11T21:50:47.799455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.088225Z digest=sha256:b5d8dbf44ab9a0074e14930a4fbaa7a1c6efbc0a592cd44daef9da1ab44207f5

Observation 784655de-864c-4a8e-9ad5-ceddf6c63551 · outbound

This paper cites Semantic web technologies for economic and financial information management,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Semantic web technologies for economic and financial information management,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.658052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.095072Z digest=sha256:0cbab52978f1c9ed3df3671e2f3ef82b1a5e7a42f2d7e534d728e0facbebc58a

Observation 1ed0d294-0fa9-4ffd-98c4-4d37162708fb · outbound

This paper cites VisTR: Visualizations as Representations for Time-series Table Reasoning.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model VisTR: Visualizations as Representations for Time-series Table Reasoning

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-11T21:50:47.103697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:50:47.103697Z digest=sha256:33d713e1c31b5f470fef2b1155ceb9d768b95a3d208ca5e6ca3cc833a8daa192

Observation 734ce163-d7d7-4066-92fe-3a23842c0cfe · outbound

This paper cites One Fits All:Power General Time Series Analysis by Pretrained LM.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model One Fits All:Power General Time Series Analysis by Pretrained LM

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-11T21:50:47.110594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:50:47.110594Z digest=sha256:81f093f364c7ade86a6d814b903d840c902489453a0213a2647d2636d6f067b7

Observation 02f17e1d-edd0-4fcf-88f6-024850b8a66a · outbound

This paper cites Linking text and visualizations via contextual knowledge graph,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Linking text and visualizations via contextual knowledge graph,

Reference 16

Resolution
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raw_fallback, observed 2026-08-11T21:50:48.640134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.118294Z digest=sha256:2a4c330d8bf041e464b877f285ece756e4d7f391ee49e75f53deceabae3c85fd

Observation d609b3e7-10fb-471a-9dca-edaec25bcc5b · outbound

This paper cites Narrative Visualization: Telling stories with data,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Narrative Visualization: Telling stories with data,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.618681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.124056Z digest=sha256:0c298252d6bf4e63f55cd65b97a5c324866281b917a4b34bc6b0991abbae5fa6

Observation 3e8e5b88-a981-45b3-91f7-f5e232c67366 · outbound

This paper cites Calliope: Automatic visual data story generation from a spreadsheet,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Calliope: Automatic visual data story generation from a spreadsheet,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.589489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.132060Z digest=sha256:44a4b2315a07eb5ca966d410a4b1b0a4051b44c66c7924b810b5348dbe638e38

Observation b62281e3-19aa-42d9-b20d-5ee1c2eae77e · outbound

This paper cites Data Player: Automatic generation of data videos with narration- animation interplay,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Data Player: Automatic generation of data videos with narration- animation interplay,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.568416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.143052Z digest=sha256:74e8c295d40087ab281cd7856ca61f6364526653fb0788f4d6b9f133314e8112

Observation 0fe3713f-0603-4ad2-a623-acba65757217 · outbound

This paper cites DeepClue: Visual interpretation of text-based deep stock prediction,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model DeepClue: Visual interpretation of text-based deep stock prediction,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.545751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.151628Z digest=sha256:026c95ba86af1f85c8ec904d5859ed8ce8bad9ae09c433864327e0b81889ed4b

Observation 4f34e9a5-f77d-4a97-8317-9b4cd240254d · outbound

This paper cites A survey on visual analysis approaches for financial data,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model A survey on visual analysis approaches for financial data,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.527401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.157634Z digest=sha256:05cdc07b019ddb9f4b8e7b417a1f432362110418da4f8509ee855d87f522a0b6

Observation 5acc2e35-9118-4a88-b19b-d633d54b7b31 · outbound

This paper cites Koop, Analysis of financial data.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Koop, Analysis of financial data

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.505882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.163869Z digest=sha256:550cef53023a78e864856f0cce566d61d40f591cbb14b6fbc3cc9ea28da95821

Observation 64d9c502-6088-4e80-9595-6651de227e5f · outbound

This paper cites Language models are few-shot learners,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Language models are few-shot learners,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.484828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.171873Z digest=sha256:7bc34053e1f7caa4d4dbfa16a79568e01f826918d8f1f504968d0b99a8051310

Observation 58049aef-3355-4dd1-a793-78b05eada122 · outbound

This paper cites Kori: Interactive synthesis of text and charts in data documents,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Kori: Interactive synthesis of text and charts in data documents,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.462343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.179746Z digest=sha256:4d66c27dd2a20dc7e7b61aaa5e2d29190b3b94e5f7ae8cb561931a4615fe9fb6

Observation 9a066324-e000-41b4-bff7-3e261248eb91 · outbound

This paper cites Word-sized graphics for scientific texts,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Word-sized graphics for scientific texts,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.444886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.187796Z digest=sha256:c443f2e93cce017e75b23825df4208af5ae13a805bb500544f208aadaef55613

Observation ca57b16d-f1ce-41c7-9bb2-1814adcfa96b · outbound

This paper cites Storytelling: The next step for visualization,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Storytelling: The next step for visualization,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.423348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.196215Z digest=sha256:7945cb371410b2ed126930ffb1dac7c4a95f3c0a8586ccc64931c0dcea5b3123

Observation ca01fad0-9824-4248-965a-f77058265634 · outbound

This paper cites ChartAccent: Annotation for data-driven storytelling,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model ChartAccent: Annotation for data-driven storytelling,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.402138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.201516Z digest=sha256:1e17b33697b9462194c95ea9d0828afa2e95c216c278c1325e0d64747d2c4294

Observation 3e17b4ce-48a9-47d7-bfb8-c8f4a2934d22 · outbound

This paper cites Linking and layout: Exploring the integration of text and visualization in story- telling,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Linking and layout: Exploring the integration of text and visualization in story- telling,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.377767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.206880Z digest=sha256:c1966f576e9444828b651255b7cab634d4618359db063b139d7a5211bc940e0e

Observation de2e4eb1-a2c5-4aa1-9cbd-a5da9747606d · outbound

This paper cites Elastic Documents: Coupling text and tables through contextual visualizations for enhanced document reading,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Elastic Documents: Coupling text and tables through contextual visualizations for enhanced document reading,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.358540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.212743Z digest=sha256:56c9bc8ce98ef93552be7eabe14c58886971b08f9af25fef6032c532fa70ce94

Observation 8cb94443-6166-48ab-a043-f7b341f366d0 · outbound

This paper cites Augmenting scientific papers with just- in-time, position-sensitive definitions of terms and symbols,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Augmenting scientific papers with just- in-time, position-sensitive definitions of terms and symbols,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.341445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.218009Z digest=sha256:1e8d0c604e579e78bd3e5002a707f38891f8ff0355e9eb98814a9bd150546e18

Observation 1e0ce933-dc17-4bc9-ac74-a0dce7709415 · outbound

This paper cites Extracting references between text and charts via crowdsourcing,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Extracting references between text and charts via crowdsourcing,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.321373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.225026Z digest=sha256:9ffd84ee73036bba898ae8a860b57e31cdfe12b3a3c9a733cebc458ac03ab221

Observation 6fca1eff-3e79-46e6-92ea-e318b7e1c46b · outbound

This paper cites Striking a balance: Reader takeaways and prefer- ences when integrating text and charts,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Striking a balance: Reader takeaways and prefer- ences when integrating text and charts,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.303618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.231672Z digest=sha256:849f01e5cceb32e952a0c8d7b7facc7600ee7002a2592e6634990f70c2b158b4

Observation a472073c-13b0-43c7-9593-78d727f48592 · outbound

This paper cites Exploring interactive linking between text and visualization.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Exploring interactive linking between text and visualization

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.285566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.237598Z digest=sha256:b5d97e7f38e959022b8f7f897c6a3d7806946682ad00209939bba747b961b3d6

Observation e7f95359-91a6-4d2b-ab0f-a70a48549428 · outbound

This paper cites Internal and external visual cue preferences for visualizations in presentations,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Internal and external visual cue preferences for visualizations in presentations,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.267801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.242906Z digest=sha256:f7673fc483d3fc70ea423ab4973f446f54412f8a7f0c4417345ccc2f11578def

Observation 5dfaadb8-10ea-4442-b751-e1d6a6cfeb07 · outbound

This paper cites EmphasisChecker: A tool for guiding chart and caption emphasis,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model EmphasisChecker: A tool for guiding chart and caption emphasis,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.250988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.248181Z digest=sha256:a0d6927d867c7c40662a73724b336f2e6f0b50593148c765f722ceaf546de906

Observation 29788b62-8160-468a-bc20-12c7b7bc0a9b · outbound

This paper cites Facilitating Document Reading by Linking Text and Tables,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Facilitating Document Reading by Linking Text and Tables,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.232899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.253797Z digest=sha256:fa36d25e42936f4ca26d31a0184e0acc3509af850f79a038a8455db9e40651ce

Observation e8021895-c6f8-45ac-9d75-f85106716c3a · outbound

This paper cites Bromley and V.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Bromley and V

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.215492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.259113Z digest=sha256:3917b767219c4c622b96dca546dc118445e1561a7aee8e9ee4ffa382750fdf5e

Observation bd724fcf-2ca4-4a1e-8f7a-58820971c25f · outbound

This paper cites Few-shot parameter-efficient fine-tuning is better and cheaper than in-context learning,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Few-shot parameter-efficient fine-tuning is better and cheaper than in-context learning,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.199162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.264406Z digest=sha256:dee35b59dc27f32d3641ec2a4cae63e661f7bd7a7088ddaddadb09d38f8cb805

Observation d17be439-a0a3-4b40-b9b4-e28d1fb81738 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Chain-of-thought prompting elicits reasoning in large language models,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.181571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.271254Z digest=sha256:05476298dfaed4bd2ef9805245eefce480e6e4a82a1ee22e00de5a9cc48a61bf

Observation 688b37a7-34c6-4c05-b066-6abfbf1ea27c · outbound

This paper cites Training language models to follow instructions with human feedback,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Training language models to follow instructions with human feedback,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.163579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.276579Z digest=sha256:c2689b577f58121bb7bf93d8ac74a144522c0f6688680202a4f4de603de957f9

Observation 9bf3673d-1020-4790-9dc3-0dc4a53c1480 · outbound

This paper cites FinBERT: A large language model for extracting information from financial text,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model FinBERT: A large language model for extracting information from financial text,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.143607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.282902Z digest=sha256:a426cd2428caa977e54a24f5d8368b28187eca676eea9fe7537d791615028844

Observation 2890feea-5c0b-4b32-967d-474d76f8263f · outbound

This paper cites FinGPT: Open- source financial large language models,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model FinGPT: Open- source financial large language models,

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-11T21:50:47.289778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:50:47.289778Z digest=sha256:e5fa768534d4adb81acb7881486aab0a9bfc0c2fc9af21237ec3f29f1cd19a59

Observation e2d0d48a-fb2c-4919-b12f-4abd5b0376f9 · outbound

This paper cites Generative AI for visualization: State of the art and future directions,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Generative AI for visualization: State of the art and future directions,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.126207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.296077Z digest=sha256:b05347cd9e0cacc8c298406056c731b3b23bfd088fd04833dcc1e31c0269b8d9

Observation 8eedf965-5b7c-4b0d-8b47-467774409266 · outbound

This paper cites Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-11T21:50:47.301975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:50:47.301975Z digest=sha256:07e709caf3405f36183cf010a1b7132fb6e0eba1019e506ea3f2713fe341ea4c

Observation 125d7fcf-6318-4a35-b2b8-20880d55ee31 · outbound

This paper cites Hyland, Hedging in scientific research articles.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Hyland, Hedging in scientific research articles

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.107602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.307780Z digest=sha256:80d9a53c1dc15e5a43607e16ba8c8c44700808111fb5ac62330e603edfe97b1f

Observation 1a708700-c5ce-4c9f-a605-b7bd2e5827c2 · outbound

This paper cites Financial analysis – a study,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Financial analysis – a study,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.087672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.315816Z digest=sha256:d84ab7ad06bd9ab8cdf41fd1eb2370e1e3ee927fb0ef955b1655e076835da8cd

Observation 0b64e9bb-3410-4817-8cc8-ed26dc0eb31e · outbound

This paper cites AI Chains: Transparent and controllable human-ai interaction by chaining large language model prompts,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model AI Chains: Transparent and controllable human-ai interaction by chaining large language model prompts,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.069236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.321964Z digest=sha256:2fdb210893349e4a0eb70afe042e79ee2e91ebb7af87e3c895fdd6532fc2a49a

Observation a9001f20-78b6-4bed-a808-5c6b1d4d4fa1 · outbound

This paper cites What Context Features Can Transformer Language Models Use?.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model What Context Features Can Transformer Language Models Use?

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-11T21:50:47.327275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:50:47.327275Z digest=sha256:61f6a8d39c3d093449595b58e5ba0abb658fbee636d8e12b8996e5150a44346e

Observation 9b96e344-f391-486d-b9b3-e02c909a1da4 · outbound

This paper cites “We Need Structured Output.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model “We Need Structured Output

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.044325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.334397Z digest=sha256:965edcac8ce24e1c9d9a43a88cfb4fd50f669fdaa7fe38716e1e31a20e95c98a

Observation 38f2d88e-d0c2-43ba-ab26-07e8f940d9b3 · outbound

This paper cites Thinking Aloud: Dynamic Context Generation Improves Zero-Shot Reasoning Performance of GPT-2.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Thinking Aloud: Dynamic Context Generation Improves Zero-Shot Reasoning Performance of GPT-2

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-11T21:50:47.339561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:50:47.339561Z digest=sha256:be8b1fc07af29248ea5e221c6f741fd056ea62992179fc779c922edbeb1f7de2

Observation 924e8768-5ded-446e-acbb-bd76811764e4 · outbound

This paper cites GPT-3: Its Nature, Scope, Limits, and Consequences,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model GPT-3: Its Nature, Scope, Limits, and Consequences,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.022788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.347560Z digest=sha256:1a46eef5e686c9c1c34f09da7752b6430be7d2065d430d79a5bc574945a6504d

Observation db3e58e9-87fb-46d3-8690-60c4224aca0e · outbound

This paper cites Climbing towards NLU: On meaning, form, and understanding in the age of data,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Climbing towards NLU: On meaning, form, and understanding in the age of data,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:48.002648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.354554Z digest=sha256:26d3d128cbf91542c9b8cb2ffa3c52fba53226483d1f009d336f720c41774472

Observation 3e87180f-f3e6-442d-81cc-2a8954583164 · outbound

This paper cites Prompt engineering in large language models,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Prompt engineering in large language models,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:47.981662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.360060Z digest=sha256:49245aef0a829082c1dd4d429f412fc1589d765e89213a537b8058d6f90dad7e

Observation fe3f0217-64c4-4b4e-9bbb-886769e28fe3 · outbound

This paper cites Making Pre-trained Language Models Better Few-shot Learners.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Making Pre-trained Language Models Better Few-shot Learners

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-11T21:50:47.364873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:50:47.364873Z digest=sha256:8a9640008e9eb3d11d5cc74e7f4d4a4b64d9922a2ef50b9beed55547507298b6

Observation ef491c3f-dd5f-4348-b269-eaad857fba1b · outbound

This paper cites Laws of organization in perceptual forms.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Laws of organization in perceptual forms

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:47.963328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.372184Z digest=sha256:d930b918230958c246eab63a207dbc2c9315a4f88df5bdf8963dd29ec0dec833

Observation 123ce08a-f490-4d7b-b28d-589f19779d82 · outbound

This paper cites Survey of hallucination in natural language generation,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Survey of hallucination in natural language generation,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:47.943692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.377603Z digest=sha256:16e0b414eb8282ea4cec7e72d9765bf062d4c417e239044a28828342703bd122

Observation 4f36ebc1-ed0a-40f1-b203-28fda8fe271e · outbound

This paper cites AutoTitle: An interactive title generator for visualizations,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model AutoTitle: An interactive title generator for visualizations,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:47.924807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.382960Z digest=sha256:d845168262610b2ac46c6accf2ec4a01a5e725d9bd4496dd4be5c707735111bd

Observation ab3ce0d9-0410-472a-a8f1-8bc1cd7d6d91 · outbound

This paper cites VISAtlas: An image- based exploration and query system for large visualization collections via neural image embedding,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model VISAtlas: An image- based exploration and query system for large visualization collections via neural image embedding,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:47.904248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.388410Z digest=sha256:1e0a17565ca53e9847effad266bfeb6777acd0c5b7821a597b0efb466af8d742

Observation 72ab563d-94dc-49e7-b9be-73200676c477 · outbound

This paper cites Large language models are versatile decomposers: Decomposing evidence and questions for table-based reasoning,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Large language models are versatile decomposers: Decomposing evidence and questions for table-based reasoning,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:47.880312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.395689Z digest=sha256:913ae9d1f1787fa54a8cc9663c2c5b336cf8557f96149e27d9920c7891f67c1f

Observation 9e6007a2-aba9-4dc1-9055-a56171d8be75 · outbound

This paper cites Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-Bases.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-Bases

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-11T21:50:47.402328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:50:47.402328Z digest=sha256:38e79dc970bb2f366d8dd4194532288af63d2e53e95b3dd1417f0fcdd5dbc81b

Observation 58e70e5f-8c23-4a0a-84fb-fdbc83a5f071 · outbound

This paper cites AutoTQA: Towards Autonomous Tabular Question Answering through Multi-Agent Large Language Models,.

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model AutoTQA: Towards Autonomous Tabular Question Answering through Multi-Agent Large Language Models,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:47.861114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.409358Z digest=sha256:8d805b40fc5c113a8daf5f4e0971b62c88f1810b076fc5cfa63d2fe99b12321d

Observation a3f456b8-021c-4d49-83d7-581763bc85d9 · outbound

This paper cites Wei Zeng is an assistant professor at the Hong Kong University of Science and Technology (Guangzhou).

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Wei Zeng is an assistant professor at the Hong Kong University of Science and Technology (Guangzhou)

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:50:47.843713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T21:50:47.417116Z digest=sha256:b1e5beaf737e11b8c37709210675f2a433161b61d442b37c3482105e8220484f

Pith citing papers

No inbound Pith citation observations are available.