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Paper Citation Record · LEDGER

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model

As of 11 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 0 inbound Pith citation observations for arXiv:2501.01014.

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

pith.paper-citation-record.v1
2501.01014 v1

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:39:59.032156Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

67 of 67 outbound references displayed

  • verified exact11
  • verified fuzzy4
  • unresolved49
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2cd42f8f-a969-4523-ba3b-2331021d8a5a · outbound

This paper cites DataNarrative: Automated Data-Driven Storytelling with Visualizations and Texts.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model DataNarrative: Automated Data-Driven Storytelling with Visualizations and Texts

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:39:58.719012Z digest=sha256:d39814608ce520f27e0476623dd82b0c8cfad84cbb7e369b2030ba8ab2e86ff0

Observation e0afc7db-fa52-45c8-a10c-514c74642818 · outbound

This paper cites InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation

Reference 2

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:39:58.724823Z digest=sha256:720e861c872f94ca22f1f68722a3b0344ce1cda4d78b9e8b88dd8d51321d6cf8

Observation f05acb26-d8a1-4ada-bd20-43569dd12eda · outbound

This paper cites an unresolved cited work.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Unresolved cited work

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:39:58.729936Z digest=sha256:80af6feb352209ba763dd90a95b49484756e8e971bd255f3e9757d42cf4566fd

Observation 0603760c-9a5e-48de-be18-fb4cb4c62108 · outbound

This paper cites HAIChart: Human and AI Paired Visualization System.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model HAIChart: Human and AI Paired Visualization System

Reference 4

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:39:58.734919Z digest=sha256:2aecec4435a55531a987fddcb2555a2a3623be74e6b1913349e8094e45c3a666

Observation 2cc2aee6-7ec5-4c5a-b3d7-c9b23004e2de · outbound

This paper cites Are Large Language Models Good Statisticians?.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Are Large Language Models Good Statisticians?

Reference 5

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T22:39:58.740022Z digest=sha256:f304f3db2bb79bbc99e018fea88e9af93bffe32f28506f6f46d36516fee57e85

Observation b7f3196d-04aa-47f1-8999-7b57a8f9e288 · outbound

This paper cites an unresolved cited work.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Unresolved cited work

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:39:58.745118Z digest=sha256:c348a363edaeda00806a757c4e72c24a6c5df73c2c9aa3fb239e91120776b6dd

Observation 5e4fa94c-7327-4c82-91a6-bae31357304b · outbound

This paper cites DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning

Reference 7

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:39:58.750533Z digest=sha256:d74d65a34d80a8ec3b310e76314e17767464cd4b0e1cf6c04c8de7f920194b65

Observation 363a10d2-6360-442d-94d2-6bd7ccbb913f · outbound

This paper cites an unresolved cited work.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Unresolved cited work

Reference 8

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:39:58.755449Z digest=sha256:153f5cbb13168260fcdadbe911b7fd2375aeceaba55ccc5bfcc690c3b5300d8a

Observation 00a8e193-1c95-4469-aab1-d471a1338ebb · outbound

This paper cites Singha, B.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Singha, B

Reference 9

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verified fuzzy
raw_fallback, observed 2026-08-10T22:40:02.161025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:39:58.760011Z digest=sha256:764dcff9dcd2aa4cb6e271151cc6201afde4736512b5fc0239298dcce4d9b513

Observation e10a1c20-fb80-47eb-a32d-1cb6d1f24e9b · outbound

This paper cites Gen4DS: Workshop on Data Storytelling in an Era of Generative AI.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Gen4DS: Workshop on Data Storytelling in an Era of Generative AI

Reference 10

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local_arxiv, observed 2026-08-10T22:40:01.788634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:39:58.764734Z digest=sha256:4407af5dd7e1ca61def8cdcdad774d19af9e6e26126e68d5194e7731b60cb567

Observation 23d82e59-93d1-4911-9be9-ba7be3fec2f4 · outbound

This paper cites an unresolved cited work.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Unresolved cited work

Reference 11

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:39:58.769811Z digest=sha256:84558751a646706e43ef210f381d8776e8ef540a561b07350924c77d0e0f7c4f

Observation a9b5c246-7d77-4bd9-98ba-9e04fb9a3038 · outbound

This paper cites Leveraging Foundation Models for Crafting Narrative Visualization: A Survey.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Leveraging Foundation Models for Crafting Narrative Visualization: A Survey

Reference 12

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:39:58.774233Z digest=sha256:3076b2bc62084a6378ae718a8f94521305725bff1a0d5f1a1dfc74875c85f244

Observation b5b875e7-40e4-42e8-bc61-a2f603d1d15b · outbound

This paper cites From Data to Story: Towards Automatic Animated Data Video Creation with LLM-based Multi-Agent Systems.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model From Data to Story: Towards Automatic Animated Data Video Creation with LLM-based Multi-Agent Systems

Reference 13

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T22:39:58.778728Z digest=sha256:f37370ce45d26d2fc525938296b5f6c031c2df9f036b6841660ae7e74eb3db22

Observation 4eeca73e-f0d7-4f63-b153-d8748b6f4f66 · outbound

This paper cites Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries

Reference 14

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:39:58.783416Z digest=sha256:fea0c80a390c6542f276bb76f99971e7e73393abbd6e65511df8f62fc961f788

Observation 98dc28e4-dd40-46e3-a116-6ba5a828ab59 · outbound

This paper cites an unresolved cited work.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Unresolved cited work

Reference 15

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raw_fallback, observed 2026-08-10T22:40:02.145513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:39:58.788022Z digest=sha256:b61edac2eff509258a2beff52e2c2e961b2767bf3151b1f53b9284c439d72a34

Observation ff295801-40ee-41c8-a83c-82de71217701 · outbound

This paper cites Investigating Table-to-Text Generation Capabilities of LLMs in Real-World Information Seeking Scenarios.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Investigating Table-to-Text Generation Capabilities of LLMs in Real-World Information Seeking Scenarios

Reference 16

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:39:58.792370Z digest=sha256:eb56c15fa2c7dabac4af996952b8b84e69d0d47b34297be47bc67a05046ddb4d

Observation 4dee1d8e-c2e9-451e-9fad-bfff1adf5954 · outbound

This paper cites SheetCopilot: Bringing Software Productivity to the Next Level through Large Language Models.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model SheetCopilot: Bringing Software Productivity to the Next Level through Large Language Models

Reference 17

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source=pdf_text observed=2026-08-10T22:39:58.796960Z digest=sha256:5a0bd5a326c491d9dd8eed17178c613190ac5dd298a26ed1dbe6dde13cda8521

Observation f2e97012-f7c1-4341-916a-c2f96b363762 · outbound

This paper cites Negative Generators of the Virasoro Constraints for the BKP Hierarchy.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Negative Generators of the Virasoro Constraints for the BKP Hierarchy

Reference 18

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source=pdf_text observed=2026-08-10T22:39:58.801877Z digest=sha256:f6db9cdc652ea81db0fa0cff6d65661319ef2e918ee18ada705037787e2bfb40

Observation 722b4fc9-1dc9-4568-a062-54a1ffe4a844 · outbound

This paper cites Table-GPT: Table-tuned GPT for Diverse Table Tasks.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Table-GPT: Table-tuned GPT for Diverse Table Tasks

Reference 19

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source=pdf_text observed=2026-08-10T22:39:58.806721Z digest=sha256:d50d74645bbe445f16d739f691dd06ab34e4ec2b72cae6c52b57f115c0a2137c

Observation c6a52453-3233-4bc0-a756-20a74a9e46ec · outbound

This paper cites an unresolved cited work.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Unresolved cited work

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:39:58.811651Z digest=sha256:81c0886474ecf18327628f87364d47d6d75dbf1ee2af5e1b120569c13763b8d8

Observation 3b29d72d-2d9f-4432-ba53-873eb0795e77 · outbound

This paper cites Where Are We So Far? Understanding Data Storytelling Tools from the Perspective of Human-AI Collaboration.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Where Are We So Far? Understanding Data Storytelling Tools from the Perspective of Human-AI Collaboration

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-08-10T22:40:01.602468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:39:58.815977Z digest=sha256:af8ba155829fbadaf7852bf4f6423f2fc24fbe5a62bb8d54ce6249fe30e9fa0c

Observation 68d8f439-7569-47da-9fbe-b0f787c3996b · outbound

This paper cites Data Formulator: AI-powered Concept-driven Visualization Authoring.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Data Formulator: AI-powered Concept-driven Visualization Authoring

Reference 22

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verified exact
local_arxiv, observed 2026-08-10T22:40:01.578313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:39:58.820838Z digest=sha256:e1b2d8793b74a7abc94236e14898d5b5e10d80fb1ccbc18d837410f5cf96e6b9

Observation 5b95a88e-e1be-414e-bb67-2f5987d14eef · outbound

This paper cites Renda, M.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Renda, M

Reference 23

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:39:58.825269Z digest=sha256:d872d1810c58211be142c4349fce2df9db5fe90245617d9ca9124c2567517b23

Observation 19599d1b-361f-4a19-90c7-c2fa32af48ab · outbound

This paper cites Large Language Models are not Fair Evaluators.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Large Language Models are not Fair Evaluators

Reference 24

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source=pdf_text observed=2026-08-10T22:39:58.829405Z digest=sha256:bca0bc4b6f4f5c40916486197ea0d2471a8b645fd4124bb5312681750e7f1d6a

Observation 999bfe57-44b8-4436-9006-14a234725f93 · outbound

This paper cites Zheng, N.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Zheng, N

Reference 25

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:39:58.834011Z digest=sha256:25733a4a501ac6fb0e028c9d54981dbcca91ec300a7dfee8990e90963c7d2459

Observation 9037d417-e262-45da-addb-1bfb32e72db8 · outbound

This paper cites Large Language Model Augmented Narrative Driven Recommendations.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Large Language Model Augmented Narrative Driven Recommendations

Reference 26

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:39:58.838550Z digest=sha256:a0d65a3806029d869b907ecc9ddad7319b23ae3f856bb1fb001b3fd6a73ffe29

Observation 83487953-39d2-4350-8e17-e396cd86434b · outbound

This paper cites Zhao and N.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Zhao and N

Reference 27

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source=pdf_text observed=2026-08-10T22:39:58.843210Z digest=sha256:8f837ee83be9fe21ca94d6dffed02d397ad8af410e748275d7157e9217f2ea9c

Observation 75e7c28d-ee80-4b1e-b739-650495e2de16 · outbound

This paper cites an unresolved cited work.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Unresolved cited work

Reference 28

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:39:58.847642Z digest=sha256:fec5778db84520b7777a0c64943b28ce70d58c795120c869ef3ce87883e3236e

Observation e7d54572-6e9b-4ab1-954d-24f1288ede0d · outbound

This paper cites an unresolved cited work.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Unresolved cited work

Reference 29

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malformed identifier
no resolver link, observed 2026-08-10T22:39:58.852278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:39:58.852278Z digest=sha256:22f075400416d3c5a9b71a3b3a2e25465ddb2adceb3e58f58b8d6fb402f45015

Observation f2ca72cd-e065-474a-bc5d-862ad8379c05 · outbound

This paper cites Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow

Reference 30

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:39:58.856756Z digest=sha256:f3c3502f7671600ec240c233d9363ccaee7a2e924eeebc66f8ee3218ff2fa7a8

Observation 58a9578d-b718-4326-8c18-40c85270f044 · outbound

This paper cites Holistic Cube Analysis: A Query Framework for Data Insights.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Holistic Cube Analysis: A Query Framework for Data Insights

Reference 31

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verified exact
local_arxiv, observed 2026-08-10T22:39:59.194264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:39:58.861679Z digest=sha256:9607bd82709eff4fcfce1d429549f80027672078a0975ab400a582e4c403c230

Observation 05a7043b-c378-479a-b0c5-406c492b8d4f · outbound

This paper cites an unresolved cited work.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Unresolved cited work

Reference 32

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:39:58.866322Z digest=sha256:7d7e521e2ed95c4a1a34982d19deea587d7b04d201f8cb4b2d583f409f787849

Observation db3970a6-63d6-490e-95e9-9c41df5f16db · outbound

This paper cites Shen et al., Towards Natural Language Interfaces for Data Visualiza- tion: A Survey, IEEE Trans.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Shen et al., Towards Natural Language Interfaces for Data Visualiza- tion: A Survey, IEEE Trans

Reference 33

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source=pdf_text observed=2026-08-10T22:39:58.870946Z digest=sha256:ae6b13c220870eb1c1bc7fcd5e73753e401abe7bc9bb4a73c5c72d16afcfb236

Observation 2f0be11d-1b7c-4f52-acec-b4267d57a4d2 · outbound

This paper cites XInsight: eXplainable Data Analysis Through The Lens of Causality.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model XInsight: eXplainable Data Analysis Through The Lens of Causality

Reference 34

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verified exact
local_arxiv, observed 2026-08-10T22:40:01.081637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:39:58.875404Z digest=sha256:70b94f1c72f78bdbcee27d7f13f3e7a7f71f4b726fee5a64c054ae4304dd8a6e

Observation 1f0e626f-e64d-4ad1-8c48-9dc5242216b9 · outbound

This paper cites Maddigan and T.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Maddigan and T

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:39:58.879998Z digest=sha256:85d216f79a266a2b13fab9e324b6ab93d8f982e501f7e7c666d1ada7040c64ea

Observation 03d34868-b4b8-41e9-bda6-ee998a205b6e · outbound

This paper cites Harris et al., SpotLight: Visual Insight Recommendation, in Compan- ion Proceedings of the ACM Web Conference 2023, Austin TX USA: ACM, Apr.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Harris et al., SpotLight: Visual Insight Recommendation, in Compan- ion Proceedings of the ACM Web Conference 2023, Austin TX USA: ACM, Apr

Reference 36

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:39:58.884332Z digest=sha256:ea360ebf5d753ae4d7ba3220d972b27a2f3124801f871afb0a7533c3fbc0f15d

Observation d49f76a4-b683-4a76-9e4c-d6721a13a1fb · outbound

This paper cites Li et al., NetworkNarratives: Data Tours for Visual Network Ex- ploration and Analysis, in Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, Apr.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Li et al., NetworkNarratives: Data Tours for Visual Network Ex- ploration and Analysis, in Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, Apr

Reference 37

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source=pdf_text observed=2026-08-10T22:39:58.888628Z digest=sha256:12b4414ea973116d9ab215ccdd242e3fc310e9c80744a5939fde16a54832cbad

Observation 2c362945-6310-44a4-a553-cbf0a23336fc · outbound

This paper cites Zhao et al., ChartStory: Automated Partitioning, Layout, and Cap- tioning of Charts into Comic-Style Narratives, IEEE Trans.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Zhao et al., ChartStory: Automated Partitioning, Layout, and Cap- tioning of Charts into Comic-Style Narratives, IEEE Trans

Reference 38

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source=pdf_text observed=2026-08-10T22:39:58.893020Z digest=sha256:d8ff67303076f47a6626b0ef6dc87a8ca6e9f235e28f73cba7824cfab4ee83e1

Observation 36b61237-8c7e-46a1-b546-5aa35e4dfee6 · outbound

This paper cites an unresolved cited work.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Unresolved cited work

Reference 39

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doi, observed 2026-08-10T22:39:59.171920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:39:58.897616Z digest=sha256:6b83a7b5f624f746b4167682cb4dd2ed9732dfc4ac0e30df79f699a42197864c

Observation 86b32165-fa29-4cc3-830d-5212cd9c7062 · outbound

This paper cites an unresolved cited work.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Unresolved cited work

Reference 40

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raw_fallback, observed 2026-08-10T22:40:02.111285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:39:58.902307Z digest=sha256:800a274ee951049e7f9ebd0c09e4b046826c6f8fbe4c271da252e6a4581f0e8e

Observation 88920406-6946-4344-9aee-1a3565fdda9a · outbound

This paper cites Gkitsakis, S.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Gkitsakis, S

Reference 41

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:39:58.906876Z digest=sha256:31113c8dd8733cd999e39f6dae5a53c3a527f4a9e9d64111e4378d165ca281dc

Observation 5e55e71d-ea71-43a6-8647-af6e558abaff · outbound

This paper cites Scaling Instruction-Finetuned Language Models.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Scaling Instruction-Finetuned Language Models

Reference 42

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source=pdf_text observed=2026-08-10T22:39:58.911569Z digest=sha256:ecc76b87b2504eece84cdc5864dc1c0724be053eb958599d9f5c714aa3fd9c0f

Observation fc146317-722d-4d8f-8caf-acb4ec9e0441 · outbound

This paper cites an unresolved cited work.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Unresolved cited work

Reference 43

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T22:39:58.916642Z digest=sha256:dcf8aaf445c9a41efcc2c8a2743d8b455f8b15c58f51a6708d7011270be66291

Observation 226d2dbe-bc99-4981-8169-e1fb738aa185 · outbound

This paper cites an unresolved cited work.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Unresolved cited work

Reference 44

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:39:58.921644Z digest=sha256:134d5dec8c798fcba7909c813f3f17634eba380c72731b7a8e3dbe7e3473bd59

Observation 2ad916c4-7dab-4968-88cd-9128eec4baac · outbound

This paper cites Zhang, M.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Zhang, M

Reference 45

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:39:58.926535Z digest=sha256:3a16046acfdf50606c046d1c9eb4c2bc7b40bbeb6df2c4f76ee106ec7a1455b1

Observation 253fc4b1-0e8f-4f85-a266-e51293c245df · outbound

This paper cites DashBot: Insight-Driven Dashboard Generation Based on Deep Reinforcement Learning.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model DashBot: Insight-Driven Dashboard Generation Based on Deep Reinforcement Learning

Reference 46

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local_arxiv, observed 2026-08-10T22:39:59.123610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:39:58.931217Z digest=sha256:0c93ee334a95767491200fa47baa279d5d1f49ba5cbaaece8ae0f677a8984974

Observation adb544d3-da8c-4117-93cb-5db5c1ad55cc · outbound

This paper cites an unresolved cited work.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Unresolved cited work

Reference 47

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T22:39:58.936332Z digest=sha256:c673e2ec2d5bc4aa837b64e004ba37d1f6937d5133539721c0578bb55fb35ee1

Observation ff0574f4-69ba-443a-b476-41f51b931eec · outbound

This paper cites A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis

Reference 48

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verified exact
local_arxiv, observed 2026-08-10T22:40:00.248744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:39:58.940877Z digest=sha256:84a5c10c7117424f19482f43b8d1fae1d950ff781e1e6d4b47fb3bc0d3866cd8

Observation 5de2def0-8a77-4288-82d3-8eab061510ce · outbound

This paper cites Zdanovic, T.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Zdanovic, T

Reference 49

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source=pdf_text observed=2026-08-10T22:39:58.945612Z digest=sha256:323443602449cf5734947228dd01d5dcbc9df9a5066e5ec7616abf40975498dc

Observation c8f6c36b-3a71-46c4-a219-3cb05b589c22 · outbound

This paper cites an unresolved cited work.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Unresolved cited work

Reference 50

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:39:58.950385Z digest=sha256:6c513e054eee0e2550baf595d1879956ae19166f8c210f42dd179a65fd8129db

Observation 44952741-fa25-40a2-bab2-9a5124213b75 · outbound

This paper cites an unresolved cited work.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Unresolved cited work

Reference 51

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source=pdf_text observed=2026-08-10T22:39:58.954891Z digest=sha256:1981cec4c311d39eb33bca89c00133756981db321e9c48b10d7c50b28b14e2d8

Observation 10adea4b-2929-433d-89cc-b21c136c9c94 · outbound

This paper cites Hsu, Y .-W.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Hsu, Y .-W

Reference 52

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malformed identifier
no resolver link, observed 2026-08-10T22:39:58.959323Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T22:39:58.959323Z digest=sha256:c4685c86e5319666b108b95401058f5200ebd579648ab8fd534c7e05eb7534ef

Observation a1d2618d-63cf-4c09-a78d-e23d7c9019df · outbound

This paper cites MultiVision: Designing Analytical Dashboards with Deep Learning Based Recommendation.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model MultiVision: Designing Analytical Dashboards with Deep Learning Based Recommendation

Reference 53

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local_arxiv, observed 2026-08-10T22:40:00.007251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:39:58.963908Z digest=sha256:9adf805c3751ed4d226e849aacee274dc0fb72c9b1e8427e1f279c392d0ef721

Observation c1363650-bd8a-4665-9f08-11c37b162078 · outbound

This paper cites Personnaz, S.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Personnaz, S

Reference 54

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raw_fallback, observed 2026-08-10T22:39:59.978168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:39:58.968689Z digest=sha256:5c6596b53ef19f46009fb4ec0cdc54c23efbcdc6e134d9857ba21cc519ae539a

Observation a4c648d9-be84-4e41-99e8-384e9e484aa1 · outbound

This paper cites an unresolved cited work.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Unresolved cited work

Reference 55

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T22:39:58.973333Z digest=sha256:6baff01670304e4460ebe2e8ae6c4e63e342438045db990d84b4ef947326efda

Observation 4db6efb6-708f-4ad5-8000-bb2c0bf4c710 · outbound

This paper cites Sultanum, F.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Sultanum, F

Reference 56

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source=pdf_text observed=2026-08-10T22:39:58.978134Z digest=sha256:9d87adb69949607f5846ba1c9154720f4a0a947b2656cf940cba61641bc1e9bf

Observation c3e50ec6-cf73-46b2-b4df-b5980d6088e4 · outbound

This paper cites Srinivasan, N.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Srinivasan, N

Reference 57

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source=pdf_text observed=2026-08-10T22:39:58.982838Z digest=sha256:a77be3af12301014f6ea895b836eaecbbd34a67f85166f043afb375122f0f874

Observation 0bbc05b3-69a4-4b68-b3c8-d92126a687c4 · outbound

This paper cites an unresolved cited work.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Unresolved cited work

Reference 58

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source=pdf_text observed=2026-08-10T22:39:58.987494Z digest=sha256:80776300c6d4b31a1cfb988c83c4ca23dbd29e9e2699428e20e81a8d906697d4

Observation 2d7fcd49-8227-4e59-80cc-168e0cf2f2e5 · outbound

This paper cites Wu et al., Ai4vis: Survey on artificial intelligence approaches for data visualization, IEEE Transactions on Visualization and Computer Graphics, 2021.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Wu et al., Ai4vis: Survey on artificial intelligence approaches for data visualization, IEEE Transactions on Visualization and Computer Graphics, 2021

Reference 59

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:39:58.992057Z digest=sha256:e9bb9ae5a2110e68cf98c07120514974048a24d24dc752d00d29fb3af10e116d

Observation 9d254443-79a3-4a0d-b478-993fbfb6cd7c · outbound

This paper cites Li et al., Exploring the” Double-Edged Sword” Effect of Auto-Insight Recommendation in Exploratory Data Analysis., in IUI Workshops, 2021.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Li et al., Exploring the” Double-Edged Sword” Effect of Auto-Insight Recommendation in Exploratory Data Analysis., in IUI Workshops, 2021

Reference 60

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raw_fallback, observed 2026-08-10T22:40:02.045102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:39:58.996850Z digest=sha256:ae16b5cdc68e331ed89fcea147624370f46b88359a998010ff067fc6a9ceebfe

Observation 387242ac-7420-4edd-bf47-40f8861fd203 · outbound

This paper cites HTLM: Hyper-Text Pre-Training and Prompting of Language Models.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model HTLM: Hyper-Text Pre-Training and Prompting of Language Models

Reference 61

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T22:39:59.001800Z digest=sha256:86dd0d56c89667ef87466a1ea8a4d7bfda5f01febf72a0211e721a0e195ffb24

Observation 4c70c1ed-c2d7-4140-a425-9e52b0d71356 · outbound

This paper cites Language Models are Few-Shot Learners.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Language Models are Few-Shot Learners

Reference 62

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T22:39:59.006652Z digest=sha256:031b6fbc98448c544b36d1235a4cda3156d7e0f0f74b42670bd8749823c4df89

Observation d339f03f-9b91-46a3-a0bf-6f30dff0f5d0 · outbound

This paper cites an unresolved cited work.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Unresolved cited work

Reference 63

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:39:59.011180Z digest=sha256:ffe7e67f80c5a354936ac26863b981ba7810df154511f7f7442dc2f04b4f82e7

Observation c7d99485-7bd5-4f17-90d3-84f022ac9306 · outbound

This paper cites Milo and A.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Milo and A

Reference 64

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:39:59.016253Z digest=sha256:7850f4d88b4aefe76bc2699a25711828e923f7a9e5e3144d29490c059b9c2e6f

Observation cbe9bf3b-97e8-4657-b2df-7667ebedba9a · outbound

This paper cites Wang et al., DataShot: Automatic Generation of Fact Sheets from Tabular Data, IEEE Transactions on Visualization and Com- puter Graphics, vol.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Wang et al., DataShot: Automatic Generation of Fact Sheets from Tabular Data, IEEE Transactions on Visualization and Com- puter Graphics, vol

Reference 65

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:39:59.021627Z digest=sha256:b1676b78d01922ce239bfab69287c5a7c6f398edc968f98f6b6a7557f32726b2

Observation 4a5953ac-9530-42a2-87ab-ee1455497e78 · outbound

This paper cites an unresolved cited work.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Unresolved cited work

Reference 66

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no resolver link, observed 2026-08-10T22:39:59.027138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:39:59.027138Z digest=sha256:f855e2173914234cef1cf62cc7b60c19fbb5ca2eb78a5ba9a7491909d7e1c6e2

Observation a0a0ac15-f104-4635-abaf-0ad36d8b6b69 · outbound

This paper cites an unresolved cited work.

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Unresolved cited work

Reference 67

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:39:59.032156Z digest=sha256:9e2e2afdffc6de2301e732d5f30e6ba64ac291fe0701d6a0482e7dd5657e2a3b

Pith citing papers

No inbound Pith citation observations are available.