Paper Citation Record · LEDGER

ChartAdapter: Large Vision-Language Model for Chart Summarization

As of 20 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 1 inbound Pith citation observation for arXiv:2412.20715.

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

pith.paper-citation-record.v1
2412.20715 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T23:15:33.662653Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-13T20:07:23.153064Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

34 of 34 outbound references displayed

verified exact0
verified fuzzy26
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation b0a21cd6-c730-44fd-910b-d98eaecd01a7 · outbound

This paper cites Tinychart: Efficient chart understanding with program-of- thoughts learning and visual token merging,.

ChartAdapter: Large Vision-Language Model for Chart Summarization Tinychart: Efficient chart understanding with program-of- thoughts learning and visual token merging,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:15:34.261945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b04db5ba-ecfc-400c-954f-c5a402997c55 · outbound

This paper cites Fashionregen: Llm- empowered fashion report generation,.

ChartAdapter: Large Vision-Language Model for Chart Summarization Fashionregen: Llm- empowered fashion report generation,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:15:34.247905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f96ce1b1-7449-4eca-b277-0b7d340a5f56 · outbound

This paper cites A Survey of Large Language Models.

ChartAdapter: Large Vision-Language Model for Chart Summarization A Survey of Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T23:15:33.525949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d275c63-6c50-40ea-95be-20575d511c52 · outbound

This paper cites A survey on RAG meeting llms: Towards retrieval-augmented large language models,.

ChartAdapter: Large Vision-Language Model for Chart Summarization A survey on RAG meeting llms: Towards retrieval-augmented large language models,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:15:34.233905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bd9c8331-64c2-4a60-a8e0-4a3bcd6aa415 · outbound

This paper cites Graph Machine Learning in the Era of Large Language Models (LLMs).

ChartAdapter: Large Vision-Language Model for Chart Summarization Graph Machine Learning in the Era of Large Language Models (LLMs)

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T23:15:33.535355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76947c8d-d33e-48bd-a903-a447601bb9a4 · outbound

This paper cites Chartstamp: Robust chart embedding for real-world applications,.

ChartAdapter: Large Vision-Language Model for Chart Summarization Chartstamp: Robust chart embedding for real-world applications,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:15:34.220094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3492a933-1a0d-4528-abcf-30c85a6a4f98 · outbound

This paper cites Deplot: One-shot visual language reasoning by plot-to-table translation,.

ChartAdapter: Large Vision-Language Model for Chart Summarization Deplot: One-shot visual language reasoning by plot-to-table translation,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:15:34.206682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b12f0e7e-f074-42b9-973a-8250227c8d0c · outbound

This paper cites Chartqa: A benchmark for question answering about charts with visual and logical reasoning,.

ChartAdapter: Large Vision-Language Model for Chart Summarization Chartqa: A benchmark for question answering about charts with visual and logical reasoning,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:15:34.192860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cd664673-f208-4daa-a213-bc3687dbbe00 · outbound

This paper cites An architecture for data-to-text systems,.

ChartAdapter: Large Vision-Language Model for Chart Summarization An architecture for data-to-text systems,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:15:34.178315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 28d3dd3f-43a8-4541-9634-251540db10d2 · outbound

This paper cites Chart-to-text: A large-scale benchmark for chart summarization,.

ChartAdapter: Large Vision-Language Model for Chart Summarization Chart-to-text: A large-scale benchmark for chart summarization,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:15:34.163499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e9d5a6c5-1852-4627-a095-2363099ced80 · outbound

This paper cites Chartsumm: A comprehensive benchmark for au- tomatic chart summarization of long and short summaries,.

ChartAdapter: Large Vision-Language Model for Chart Summarization Chartsumm: A comprehensive benchmark for au- tomatic chart summarization of long and short summaries,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:15:34.148834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 44b2426f-95f0-4802-9c29-db4b2aec3811 · outbound

This paper cites Compositional semantic parsing on semi- structured tables,.

ChartAdapter: Large Vision-Language Model for Chart Summarization Compositional semantic parsing on semi- structured tables,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:15:34.133511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f5d4e6e1-ef9f-44aa-8365-3b07d2442554 · outbound

This paper cites ChartLlama: A Multimodal LLM for Chart Understanding and Generation.

ChartAdapter: Large Vision-Language Model for Chart Summarization ChartLlama: A Multimodal LLM for Chart Understanding and Generation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T23:15:33.573356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79323de9-60ec-43f7-9786-d342d6162e3d · outbound

This paper cites Matcha: Enhancing visual language pretraining with math reasoning and chart derendering,.

ChartAdapter: Large Vision-Language Model for Chart Summarization Matcha: Enhancing visual language pretraining with math reasoning and chart derendering,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:15:34.119921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a941dee7-d6c9-42ee-ad14-1fcdd9e712c1 · outbound

This paper cites Chartinstruct: Instruction tuning for chart comprehension and reason- ing,.

ChartAdapter: Large Vision-Language Model for Chart Summarization Chartinstruct: Instruction tuning for chart comprehension and reason- ing,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:15:34.105673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 80726b40-7eb7-4c3c-9ebe-162b0f720089 · outbound

This paper cites Unichart: A universal vision-language pretrained model for chart comprehension and reasoning,.

ChartAdapter: Large Vision-Language Model for Chart Summarization Unichart: A universal vision-language pretrained model for chart comprehension and reasoning,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:15:34.090979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5ee837e2-95af-4a4c-9b2b-f9c9df226ee7 · outbound

This paper cites Opencqa: Open-ended question answering with charts,.

ChartAdapter: Large Vision-Language Model for Chart Summarization Opencqa: Open-ended question answering with charts,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:15:34.077770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 51341acc-b7a9-4e0d-9c67-4c2ee37b883d · outbound

This paper cites Visual instruction tuning,.

ChartAdapter: Large Vision-Language Model for Chart Summarization Visual instruction tuning,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T23:15:33.594551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23f17462-1910-4113-ab27-17c2b15b696e · outbound

This paper cites Gallerygpt: Analyzing paintings with large multimodal models,.

ChartAdapter: Large Vision-Language Model for Chart Summarization Gallerygpt: Analyzing paintings with large multimodal models,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:15:34.054837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 41f0af6c-79f3-4fbd-9e29-adb051051b95 · outbound

This paper cites Empowering molecule discovery for molecule-caption translation with large language models: A chatgpt perspective,.

ChartAdapter: Large Vision-Language Model for Chart Summarization Empowering molecule discovery for molecule-caption translation with large language models: A chatgpt perspective,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:15:34.041851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c64ca03d-0a87-4d15-a47c-9978d60ce5ff · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

ChartAdapter: Large Vision-Language Model for Chart Summarization Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T23:15:33.607132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c8ec933-7cbf-4db2-a40a-c51d7c46982c · outbound

This paper cites MM1: methods, analysis and insights from multimodal LLM pre-training,.

ChartAdapter: Large Vision-Language Model for Chart Summarization MM1: methods, analysis and insights from multimodal LLM pre-training,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:15:34.028919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b8f12166-8b0b-4567-8223-bc3e197d68a5 · outbound

This paper cites xgen-mm (BLIP-3): A family of open large multimodal models,.

ChartAdapter: Large Vision-Language Model for Chart Summarization xgen-mm (BLIP-3): A family of open large multimodal models,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T23:15:33.615504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6c1ab4e-8ed5-4439-828c-8d260fc63d0e · outbound

This paper cites Align and retrieve: Composition and decomposition learning in image retrieval with text feedback,.

ChartAdapter: Large Vision-Language Model for Chart Summarization Align and retrieve: Composition and decomposition learning in image retrieval with text feedback,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:15:34.015556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 94465874-ef51-4ed6-99e6-d62c51a45cf9 · outbound

This paper cites Improved baselines with visual instruction tuning,.

ChartAdapter: Large Vision-Language Model for Chart Summarization Improved baselines with visual instruction tuning,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:15:34.002279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ec625e38-0c77-41b2-b772-9f44a570294a · outbound

This paper cites Leveraging weak cross-modal guidance for coherence modelling via iterative learning,.

ChartAdapter: Large Vision-Language Model for Chart Summarization Leveraging weak cross-modal guidance for coherence modelling via iterative learning,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:15:33.989323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 389292e5-05b5-4b3e-8d7f-209c52b77e95 · outbound

This paper cites BLIP-2: bootstrapping language-image pre-training with frozen image encoders and large lan- guage models,.

ChartAdapter: Large Vision-Language Model for Chart Summarization BLIP-2: bootstrapping language-image pre-training with frozen image encoders and large lan- guage models,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:15:33.974603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 74150ee4-b100-47af-96d2-784da09e88ed · outbound

This paper cites Llama-adapter: Efficient fine-tuning of large language models with zero-initialized attention,.

ChartAdapter: Large Vision-Language Model for Chart Summarization Llama-adapter: Efficient fine-tuning of large language models with zero-initialized attention,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:15:33.957522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5d6c5f4d-0203-439c-9142-07e69e183870 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

ChartAdapter: Large Vision-Language Model for Chart Summarization Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T23:15:33.641261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c72d27b-245d-48b6-b389-ee4c4a24ad4d · outbound

This paper cites Learning transferable visual models from natural language supervi- sion,.

ChartAdapter: Large Vision-Language Model for Chart Summarization Learning transferable visual models from natural language supervi- sion,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:15:33.943397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation eb324e17-0ce4-4438-9dbf-75e8a827f87e · outbound

This paper cites Vistext: A benchmark for semantically rich chart captioning,.

ChartAdapter: Large Vision-Language Model for Chart Summarization Vistext: A benchmark for semantically rich chart captioning,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:15:33.928725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 092731cb-3580-455e-922a-784201b29aa0 · outbound

This paper cites Pix2struct: Screenshot parsing as pretraining for visual language understanding,.

ChartAdapter: Large Vision-Language Model for Chart Summarization Pix2struct: Screenshot parsing as pretraining for visual language understanding,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:15:33.914798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9a126658-53f2-42e5-82a8-bbc2013f5463 · outbound

This paper cites ChartAssisstant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning.

ChartAdapter: Large Vision-Language Model for Chart Summarization ChartAssisstant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T23:15:33.657872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90bf2a57-fcb5-4fb9-8a88-ed1f6ef34207 · outbound

This paper cites BERT: pre-training of deep bidirectional transformers for language understanding,.

ChartAdapter: Large Vision-Language Model for Chart Summarization BERT: pre-training of deep bidirectional transformers for language understanding,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:15:33.900319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

Observation b75aefce-c075-47a7-8c79-d7b2ec02ce4b · inbound

CharTool: Tool-Integrated Visual Reasoning for Chart Understanding cites this paper.

CharTool: Tool-Integrated Visual Reasoning for Chart Understanding ChartAdapter: Large Vision-Language Model for Chart Summarization

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:08:12.311763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.