Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T21:50:47.417116Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T21:50:47.417116Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
62 of 62 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation abca6fe6-9ec9-48d5-860e-300e117eea3b · outbound
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
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.
Observation af708e14-b200-49e1-b5f3-bf4bb8f61d3d · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Narratives in economics,
Reference 2
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.
Observation ecd7bcf9-6cfa-47ec-af35-6aef88e38ecf · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Narrative visualization: Telling stories with data,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7486f0cf-6902-4c28-99db-4cacce0ba140 · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Au- tomatic Annotation Synchronizing with Textual Description for Visualization,
Reference 4
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.
Observation bddd0908-e7c7-403b-ba1e-66247aedd34e · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model ChartText: Linking Text with Charts in Documents
Reference 5
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.
Observation 356f9d4c-d3dd-485f-b7d5-2327e43ddd7e · outbound
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
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.
Observation f6c7c1ae-efca-4623-8d87-619d1d2c51ba · outbound
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
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.
Observation f1ab3e52-0bdb-43b1-a357-d5733cf125e0 · outbound
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
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.
Observation a420bb08-7553-432e-9fca-3d3b7c6dc5f8 · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Graphical overlays: Using layered elements to aid chart reading,
Reference 9
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.
Observation ffeded1c-ad64-4af3-9aa3-6134c7e795b7 · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Contextifier: Automatic generation of annotated stock visualizations,
Reference 10
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.
Observation ecd9b5a1-aab8-4559-a3ea-8b80bdb4a326 · outbound
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
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.
Observation ab011628-3fcb-49a2-a0b6-42ec83e40da1 · outbound
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
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.
Observation 784655de-864c-4a8e-9ad5-ceddf6c63551 · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Semantic web technologies for economic and financial information management,
Reference 13
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.
Observation 1ed0d294-0fa9-4ffd-98c4-4d37162708fb · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model VisTR: Visualizations as Representations for Time-series Table Reasoning
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 734ce163-d7d7-4066-92fe-3a23842c0cfe · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02f17e1d-edd0-4fcf-88f6-024850b8a66a · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Linking text and visualizations via contextual knowledge graph,
Reference 16
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.
Observation d609b3e7-10fb-471a-9dca-edaec25bcc5b · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Narrative Visualization: Telling stories with data,
Reference 17
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.
Observation 3e8e5b88-a981-45b3-91f7-f5e232c67366 · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Calliope: Automatic visual data story generation from a spreadsheet,
Reference 18
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.
Observation b62281e3-19aa-42d9-b20d-5ee1c2eae77e · outbound
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
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.
Observation 0fe3713f-0603-4ad2-a623-acba65757217 · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model DeepClue: Visual interpretation of text-based deep stock prediction,
Reference 20
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.
Observation 4f34e9a5-f77d-4a97-8317-9b4cd240254d · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model A survey on visual analysis approaches for financial data,
Reference 21
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.
Observation 5acc2e35-9118-4a88-b19b-d633d54b7b31 · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Koop, Analysis of financial data
Reference 22
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.
Observation 64d9c502-6088-4e80-9595-6651de227e5f · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Language models are few-shot learners,
Reference 23
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.
Observation 58049aef-3355-4dd1-a793-78b05eada122 · outbound
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
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.
Observation 9a066324-e000-41b4-bff7-3e261248eb91 · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Word-sized graphics for scientific texts,
Reference 25
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.
Observation ca57b16d-f1ce-41c7-9bb2-1814adcfa96b · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Storytelling: The next step for visualization,
Reference 26
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.
Observation ca01fad0-9824-4248-965a-f77058265634 · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model ChartAccent: Annotation for data-driven storytelling,
Reference 27
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.
Observation 3e17b4ce-48a9-47d7-bfb8-c8f4a2934d22 · outbound
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
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.
Observation de2e4eb1-a2c5-4aa1-9cbd-a5da9747606d · outbound
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
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.
Observation 8cb94443-6166-48ab-a043-f7b341f366d0 · outbound
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
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.
Observation 1e0ce933-dc17-4bc9-ac74-a0dce7709415 · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Extracting references between text and charts via crowdsourcing,
Reference 31
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.
Observation 6fca1eff-3e79-46e6-92ea-e318b7e1c46b · outbound
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
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.
Observation a472073c-13b0-43c7-9593-78d727f48592 · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Exploring interactive linking between text and visualization
Reference 33
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.
Observation e7f95359-91a6-4d2b-ab0f-a70a48549428 · outbound
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
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.
Observation 5dfaadb8-10ea-4442-b751-e1d6a6cfeb07 · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model EmphasisChecker: A tool for guiding chart and caption emphasis,
Reference 35
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.
Observation 29788b62-8160-468a-bc20-12c7b7bc0a9b · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Facilitating Document Reading by Linking Text and Tables,
Reference 36
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.
Observation e8021895-c6f8-45ac-9d75-f85106716c3a · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Bromley and V
Reference 37
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.
Observation bd724fcf-2ca4-4a1e-8f7a-58820971c25f · outbound
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
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.
Observation d17be439-a0a3-4b40-b9b4-e28d1fb81738 · outbound
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
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.
Observation 688b37a7-34c6-4c05-b066-6abfbf1ea27c · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Training language models to follow instructions with human feedback,
Reference 40
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.
Observation 9bf3673d-1020-4790-9dc3-0dc4a53c1480 · outbound
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
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.
Observation 2890feea-5c0b-4b32-967d-474d76f8263f · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model FinGPT: Open- source financial large language models,
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2d0d48a-fb2c-4919-b12f-4abd5b0376f9 · outbound
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
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.
Observation 8eedf965-5b7c-4b0d-8b47-467774409266 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 125d7fcf-6318-4a35-b2b8-20880d55ee31 · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Hyland, Hedging in scientific research articles
Reference 45
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.
Observation 1a708700-c5ce-4c9f-a605-b7bd2e5827c2 · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Financial analysis – a study,
Reference 46
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.
Observation 0b64e9bb-3410-4817-8cc8-ed26dc0eb31e · outbound
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
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.
Observation a9001f20-78b6-4bed-a808-5c6b1d4d4fa1 · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model What Context Features Can Transformer Language Models Use?
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b96e344-f391-486d-b9b3-e02c909a1da4 · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model “We Need Structured Output
Reference 49
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.
Observation 38f2d88e-d0c2-43ba-ab26-07e8f940d9b3 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 924e8768-5ded-446e-acbb-bd76811764e4 · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model GPT-3: Its Nature, Scope, Limits, and Consequences,
Reference 51
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.
Observation db3e58e9-87fb-46d3-8690-60c4224aca0e · outbound
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
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.
Observation 3e87180f-f3e6-442d-81cc-2a8954583164 · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Prompt engineering in large language models,
Reference 53
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.
Observation fe3f0217-64c4-4b4e-9bbb-886769e28fe3 · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Making Pre-trained Language Models Better Few-shot Learners
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef491c3f-dd5f-4348-b269-eaad857fba1b · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Laws of organization in perceptual forms
Reference 55
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.
Observation 123ce08a-f490-4d7b-b28d-589f19779d82 · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model Survey of hallucination in natural language generation,
Reference 56
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.
Observation 4f36ebc1-ed0a-40f1-b203-28fda8fe271e · outbound
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model AutoTitle: An interactive title generator for visualizations,
Reference 57
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.
Observation ab3ce0d9-0410-472a-a8f1-8bc1cd7d6d91 · outbound
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
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.
Observation 72ab563d-94dc-49e7-b9be-73200676c477 · outbound
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
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.
Observation 9e6007a2-aba9-4dc1-9055-a56171d8be75 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58e70e5f-8c23-4a0a-84fb-fdbc83a5f071 · outbound
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
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.
Observation a3f456b8-021c-4d49-83d7-581763bc85d9 · outbound
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
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.
No inbound Pith citation observations are available.