Paper Citation Record · LEDGER

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules

As of 9 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2605.29692.

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

pith.paper-citation-record.v1
2605.29692 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T00:23:12.997064Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

41 of 41 outbound references displayed

verified exact2
verified fuzzy0
unresolved38
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f79f2869-e463-40b5-938b-7139c320268f · outbound

This paper cites Synthesizing natural language to visualization (nl2vis) benchmarks from nl2sql benchmarks,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Synthesizing natural language to visualization (nl2vis) benchmarks from nl2sql benchmarks,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 403762b0-013d-4575-9a71-41259afc1531 · outbound

This paper cites Aurora: Data-driven construction of visual graph query interfaces for graph databases,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Aurora: Data-driven construction of visual graph query interfaces for graph databases,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea2215a3-3b25-4f37-8ce0-8082af39e499 · outbound

This paper cites Multivis-agent: A multi- agent framework with logic rules for reliable and comprehensive cross- modal data visualization,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Multivis-agent: A multi- agent framework with logic rules for reliable and comprehensive cross- modal data visualization,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72063539-cf16-449c-8278-f07fb722dddb · outbound

This paper cites Haichart: Human and ai paired visualization system,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Haichart: Human and ai paired visualization system,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3694bcf6-455c-4761-927e-4d9e4336640e · outbound

This paper cites Navigating data repositories: Utilizing line charts to discover relevant datasets,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Navigating data repositories: Utilizing line charts to discover relevant datasets,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7f37151-07d8-49f5-bf26-d8d018161223 · outbound

This paper cites Seedb: Efficient data-driven visualization recommendations to support visual analytics,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Seedb: Efficient data-driven visualization recommendations to support visual analytics,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51dc013f-7038-48fc-a090-31f9686dfcfd · outbound

This paper cites Crowdchart: Crowdsourced data extraction from visualization charts,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Crowdchart: Crowdsourced data extraction from visualization charts,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24e6081b-6a97-4135-ba92-d247d5d76a13 · outbound

This paper cites Steerable self- driving data visualization,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Steerable self- driving data visualization,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdd8ce9b-680b-443c-90eb-9701bcdf0ee9 · outbound

This paper cites Natural language interfaces for tabular data querying and visualization: A survey,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Natural language interfaces for tabular data querying and visualization: A survey,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ca4add8-f876-45c5-a53e-736dda34470c · outbound

This paper cites Visualization recommendation through visual relation learning and visual preference learning,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Visualization recommendation through visual relation learning and visual preference learning,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92982c06-cc63-42c8-a597-dc798651142a · outbound

This paper cites Towards robustness of text-to-visualization translation against lexical and phrasal variability,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Towards robustness of text-to-visualization translation against lexical and phrasal variability,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca525b0b-dc5f-46b0-95a1-615b860e2064 · outbound

This paper cites Datavist5: A pre-trained language model for jointly understanding text and data visualization,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Datavist5: A pre-trained language model for jointly understanding text and data visualization,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2576c179-05f2-4e53-9b85-e2207efb5a7f · outbound

This paper cites Vega- lite: A grammar of interactive graphics,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Vega- lite: A grammar of interactive graphics,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46ba7043-19c8-4f37-af70-b14b3623f6a2 · outbound

This paper cites ggplot2: elegant graphics for data analysis,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules ggplot2: elegant graphics for data analysis,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e6d98a2-ecca-4145-b94d-200e2ff25544 · outbound

This paper cites Natural language to visualization by neural machine translation,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Natural language to visualization by neural machine translation,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e1be384-72f2-49b6-b173-6152e4fceb28 · outbound

This paper cites nvbench 2.0: A benchmark for natural language to visualization under ambi- guity.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules nvbench 2.0: A benchmark for natural language to visualization under ambi- guity

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:15:59.911285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0d29d689-1368-42b6-877d-0cdbd37be2ba · outbound

This paper cites Viseval: A benchmark for data visualization in the era of large language models,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Viseval: A benchmark for data visualization in the era of large language models,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c81e6966-0cd7-4b95-8b6d-843b9a0bc5e7 · outbound

This paper cites Interactive text-to- visualization: Refining visualization outputs through natural language user feedback,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Interactive text-to- visualization: Refining visualization outputs through natural language user feedback,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6190622-a9ce-46c4-a014-869c54211656 · outbound

This paper cites Marrying dialogue systems with data visualization: Interactive data visualization generation from natural language conversations,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Marrying dialogue systems with data visualization: Interactive data visualization generation from natural language conversations,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b10d27f8-4748-4067-9091-71fa67361238 · outbound

This paper cites Rgvisnet: A hybrid retrieval-generation neural framework towards automatic data visualiza- tion generation,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Rgvisnet: A hybrid retrieval-generation neural framework towards automatic data visualiza- tion generation,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bd303ad-4781-4627-abc7-bba12b80e901 · outbound

This paper cites Automated data visualization from natural language via large language models: An exploratory study,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Automated data visualization from natural language via large language models: An exploratory study,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6f1897a-b0e9-46f9-84ce-fb05ca6d8b6e · outbound

This paper cites nvAgent: Automated data visualization from natural language via collaborative agent workflow,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules nvAgent: Automated data visualization from natural language via collaborative agent workflow,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67f32256-733c-4eae-9659-eff050ccbeab · outbound

This paper cites Automatic data visualization generation from chinese natural language questions,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Automatic data visualization generation from chinese natural language questions,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d18a0631-1c5f-4db7-a82b-551ce1059367 · outbound

This paper cites Learning to recommend visualizations from data,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Learning to recommend visualizations from data,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c8bb449-f33e-4d8b-8489-1d8ba5b087a3 · outbound

This paper cites Sevi: Speech-to- visualization through neural machine translation,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Sevi: Speech-to- visualization through neural machine translation,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88cea5cd-f4f3-4a46-9da9-7f059285d87f · outbound

This paper cites Datatone: Managing ambiguity in natural language interfaces for data visual- ization,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Datatone: Managing ambiguity in natural language interfaces for data visual- ization,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de070c36-1b7a-41be-b78d-1ca1f715893c · outbound

This paper cites Applying pragmatics principles for interaction with visual analytics,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Applying pragmatics principles for interaction with visual analytics,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d83333fc-6635-46ac-afe7-0b6826949271 · outbound

This paper cites Flowsense: A natural language interface for visual data exploration within a dataflow system,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Flowsense: A natural language interface for visual data exploration within a dataflow system,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

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Observation 5a3d074a-8745-4e27-83b5-1674c7d2314a · outbound

This paper cites Data2vis: Automatic generation of data visualizations using sequence-to-sequence recurrent neural networks,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Data2vis: Automatic generation of data visualizations using sequence-to-sequence recurrent neural networks,

Reference 29

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Source-reported events for the cited work

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Observation 38dd24d3-300e-4b1e-89df-8a8e0c55c573 · outbound

This paper cites Chat2vis: Generating data visualizations via natural language using chatgpt, codex and gpt-3 large language models,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Chat2vis: Generating data visualizations via natural language using chatgpt, codex and gpt-3 large language models,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abb4aac6-d840-4b0d-8349-e95432aba6bb · outbound

This paper cites prompt4vis: prompting large language models with example mining for tabular data visualization,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules prompt4vis: prompting large language models with example mining for tabular data visualization,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b306ba59-3cfa-4de2-a110-582fb2019063 · outbound

This paper cites The design and implementation of xiaoice, an empathetic social chatbot,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules The design and implementation of xiaoice, an empathetic social chatbot,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05c99833-fffc-432f-a5d7-5b6af0663b12 · outbound

This paper cites Towards a Human-like Open-Domain Chatbot.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Towards a Human-like Open-Domain Chatbot

Reference 33

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T19:15:59.908442Z

Source-reported events for the cited work

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Observation 4d2526e2-c403-4345-b80b-91470f6b57b9 · outbound

This paper cites BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:15:59.905685Z

Source-reported events for the cited work

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Observation a12862ab-b441-4df1-b9cf-fd64a944b353 · outbound

This paper cites Dialogue act recognition via crf-attentive structured network,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Dialogue act recognition via crf-attentive structured network,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

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Observation 271132df-1479-47f3-aab1-0703eb49b5de · outbound

This paper cites Recent advances and challenges in task-oriented dialog systems,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Recent advances and challenges in task-oriented dialog systems,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

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Observation f9949a7d-b745-4bf0-aa2b-f3a08a64dc14 · outbound

This paper cites Recent neural methods on dialogue state tracking for task-oriented dialogue systems: A survey,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Recent neural methods on dialogue state tracking for task-oriented dialogue systems: A survey,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

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Observation f282c5f3-10da-437c-96b9-bb3d17f64e5c · outbound

This paper cites End-to-end task-completion neural dialogue systems,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules End-to-end task-completion neural dialogue systems,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

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Observation eb745443-5cad-487f-bb22-6ce2c70dd397 · outbound

This paper cites A network-based end-to-end trainable task-oriented dialogue system,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules A network-based end-to-end trainable task-oriented dialogue system,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

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Observation 1a1f6a85-2407-4c66-b36f-c9f9a2805c9a · outbound

This paper cites Ubar: Towards fully end-to-end task- oriented dialog system with gpt-2,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Ubar: Towards fully end-to-end task- oriented dialog system with gpt-2,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

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Observation 7cf8fef8-f773-4451-82c6-244130d48891 · outbound

This paper cites Attention is all you need,.

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules Attention is all you need,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-06-29T00:23:12.997064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.