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Paper Citation Record · LEDGER

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

As of 21 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 2026-08-21T06:32:19.484+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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+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

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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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.005250Z digest=sha256:de20559abe3159c19c34a732d8a865e7f26f311151b0678dad93f19c0a0eab8c

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.

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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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.019941Z digest=sha256:d92e29688733730fbc38fa3e8d9285d03b3ee003ff876caa674b236e0b3c59d0

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.026376Z digest=sha256:054993d02562674c0de84735fba01250f68ca5c3b542cc69cb1c63ab458734de

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.033209Z digest=sha256:824df25b724322e809c438e7422c827a861907b4c3726bbb1fef6c8e063307dd

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.048001Z digest=sha256:96d2731dbf4894b33a284fdb03133d8f2793a69628c3d45a58366048cd167df2

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.054835Z digest=sha256:d213a50927903fc54667bd2ca0d42d77e40a04d7375f3f0f121852a60e41fb6e

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.063936Z digest=sha256:6059a32ab12c93852bc45012dac5f89b68c75eeb71603a4aeb117a08b14e5a02

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.070504Z digest=sha256:50bd835e05c50820ec0f8cc68eb70a0c153ca926ae01e7df7c55123e33668bfe

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.082542Z digest=sha256:8a5a2ea13fbc8080d78673936455156e7108e1425ba8adf174067d69a9ced925

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.088225Z digest=sha256:b228e92e3b2d87b311e18bb02ee8ced7c5fbc9d4c2f44eb922593ebe9633b1e3

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
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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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.095072Z digest=sha256:c8a5fe9b3c217659175bc4a415560bb49044856e4a296ea012c56b6b9e0bca91

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=sha256:9f92ab2e70e9a9027e83ff146d5794727cdf6841ca3913dbafae10214c0d37f3

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=sha256:79b06a089394246562e62ddb54df3dd03c4c51dccf469fe7e318c1fd04d8a268

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
verified fuzzy
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 2026-08-21T06:32:19.484+00:00.

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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 2026-08-21T06:32:19.484+00:00.

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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 2026-08-21T06:32:19.484+00:00.

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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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.143052Z digest=sha256:eeab118692e8e0e0a151207f8c95a6e31b25c032ec227720d1652babccb6b8e7

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.151628Z digest=sha256:a8af70b84e496cbd7223950e65916ca4478e320520b24f350bd35cf02dd45ea0

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
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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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.157634Z digest=sha256:b5237182928a0ea3c2b2d5143d99664e68f48d4acdb3adb2bbd272b7cfbb202e

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.163869Z digest=sha256:c66a2c4f840f152cc892dfa3861139594639141eb181859440eadcb65787190c

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 2026-08-21T06:32:19.484+00:00.

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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 2026-08-21T06:32:19.484+00:00.

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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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.187796Z digest=sha256:b79ed95234facfab938d8b4dacbad74a5d70cb904eb8ab7935369275fb7137d6

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.196215Z digest=sha256:f2edccfa082d1be28f4bcbc54fe526d866864bfb70e04fad34339e3c3ab741b4

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.201516Z digest=sha256:9390663fd4f85d638e8d6752ae1063b8756228ac58289d367dbc34d4833041a5

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.206880Z digest=sha256:5ce39e4a197d51882b6d8829d992095df3155c05f28de188e18e67cba34d73e6

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.212743Z digest=sha256:26230afc33261f5de96192fb7758989b07f66b6fd5e11f5818756b80b7b616af

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.218009Z digest=sha256:b5f16497a853c9f954d82928028d1f58e2ac7e00fee25e2767ea89482c669125

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.225026Z digest=sha256:196f4cf7d0fa5a4290bb1de5dc46615afc21b7d0dc1c67c8bb4959fcb00ddc06

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.231672Z digest=sha256:65d9a7d486365d6aee5b6b540adc42265d6af0826c79738daed50109613d2843

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.237598Z digest=sha256:3e37a5c67b080b7f4503402ae879fcfaf25af30e14b6d4e0bdb434e4cc02b7c2

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.242906Z digest=sha256:15a5bfb25ad498528b09cede03500f5dff63666eb8a643579db6d7a33d92736b

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.248181Z digest=sha256:509c715f68e97f0745c349598c7d244c188709f9787c03eeb5eb1f7d03ef079a

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.253797Z digest=sha256:69aab4ed72ce3c8c98243c4bf9b10ed4c07a000321c9d62d571078b55561684c

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.259113Z digest=sha256:9f9db87f79fbd49c7366ecc2bfffe0bb9f2c357e82a3e1e15834a7e41229201c

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.264406Z digest=sha256:6f1cca92e676efc0285b64158426b225b33fa9134e79957bbee247c6d823eafd

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.271254Z digest=sha256:352737b695a202bb7b3c34b5998dc78d264dedb6b7b5668f7c9544aaae3dbfaf

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.276579Z digest=sha256:dd5e6721f6ac640e9d810b1f78effdfb8b96babc4b8107bb5fd38115d69e4855

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.282902Z digest=sha256:e61931b51e95a412c7cc2b16bd70c97f0d9bcd7fa3e0d7b1f8cb67e8a8a44b2e

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=sha256:73d2197979c1a2f151f0f6301c896bccbef38c4b7df1c4a38bc5aa80d2594e62

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.296077Z digest=sha256:dca53c2904356a8d65b635c0d5973ac12838c63414a61d8123e811344c59dd56

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=sha256:2e52e6aedd0bd4582491aaa97ea2933aea99eca0d96d062a3388f272bfa7e561

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.307780Z digest=sha256:7ab4f8bd5a7ac735aed6cd56e821107a2660716f370cd5e1d15231f2756a7631

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.315816Z digest=sha256:68d6216cbb2627d82308f0c3fde28e7928a153bcf46792088b25e33bdc326f6e

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.321964Z digest=sha256:63f31b73014ad6f7b61b51c9ccd3964c9cdd04cc710bca6d95254f0cafa48e32

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:fc2b2d221ef9e4e6799cbbd2d47e6c4235f3ca4b2825dbea8d3845ac8cfda576

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.334397Z digest=sha256:9f1aa2904a4b655baad5d7a207435663b84872fc53db0136388352edc9e93b5b

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=sha256:11c2e9eacc559304d3ea921e8ded0b01d091801e98e3fdfd4840873f2abcc5fa

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.347560Z digest=sha256:7857ceece1a9fd9f7cedd18041bb327aef8d78e6d1e2df10afc9d9dd33464f10

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.354554Z digest=sha256:144a62071a3eed2b3b2303b1417e7e1d66362b61303ae722f02fa894f80f9393

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.360060Z digest=sha256:bca945a81e76c037c331d74e9273227e230cfd2148449d81f45f9d8fafdb1444

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:d07bd8046a3ababb14e1534495842ac02af7034c12104092f19efacd1d78f191

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.372184Z digest=sha256:1e5f02583d1dce39c5bcd14821d20892a60b9e1940789de33f81a5742a25e9e2

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.377603Z digest=sha256:c24f9157b44997dcf70706bba97e37f069355be82870062525d4a0684fa55ecc

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.382960Z digest=sha256:4180c8f0ae529f1b710ccd041fbb84cf0811099f46cf9f3bddc0d6a2fec95c5d

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.388410Z digest=sha256:c6ecf6ee1a522a3899062f58145c355efa0e493f1bd5f0f3b1c9d3c9e4ce88b9

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.395689Z digest=sha256:28e51dfd27be529ee6984e89c002bf776b763817f86e40c498761e19e826b9aa

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=sha256:3d0f761bf994c0dc0e7f5fa045f13b9f2c0e064d8113c14d490870939ca5dfba

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.409358Z digest=sha256:09f50c7234e53c1d46d4b1dec9b38571eb5eeef6e024aac235cab9c71d1ad59b

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:50:47.417116Z digest=sha256:0d6da6bb4d01f8df8a3bdccb86d7ad2fabb3f334629b5ef5416deb323bfb71d4

Pith citing papers

No inbound Pith citation observations are available.