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Paper Citation Record · LEDGER

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering

As of 23 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 1 inbound Pith citation observation for arXiv:2508.11975.

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

pith.paper-citation-record.v1
2508.11975 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:32:09.103591Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-16T13:12:01.889341Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T13:12:54.831742Z

Reference resolution

49 of 49 outbound references displayed

  • verified exact0
  • verified fuzzy2
  • unresolved45
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation da0d1b80-cefa-4eb1-9b46-9c8517b6b11b · outbound

This paper cites GPT-4 Technical Report.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering GPT-4 Technical Report

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:08.721836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:08.721836Z digest=sha256:06de7922fe317a2db5610d2d6b3286e5834556b4e96ab0327cb5de59ebb98977

Observation 7b028374-a8fd-4daa-a1cf-69d117bc9769 · outbound

This paper cites an unresolved cited work.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:32:10.533724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:32:08.728989Z digest=sha256:e800c46ffe34e221c47270cfd06abd895b17b25c1b04760dd87ad74831c764f2

Observation b968f85d-5e63-44e3-b744-6cd9cd3b316b · outbound

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

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:08.736634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:08.736634Z digest=sha256:6d4900e474dcd583f1b83fcdbb629e28798c869038468408bdadc9e4bdeb91b9

Observation 8f574d01-9067-4b1d-bf3f-7052afb97246 · outbound

This paper cites Tran, and Mehran Kazemi.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Tran, and Mehran Kazemi

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:32:10.498275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:32:08.742896Z digest=sha256:f9f05b668517bf169347342537ee138f9ddf34f680abbb9286e72ec2ac41026a

Observation fa4bd49c-a402-4b6c-9274-256bc267bb46 · outbound

This paper cites an unresolved cited work.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:32:10.463175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:32:08.748471Z digest=sha256:54466a26773208d057fa603569c2d2992a6587ed6ee4188aaedd58057dd8a5cc

Observation 36f76cd4-147b-400f-a429-e14764c83e1c · outbound

This paper cites an unresolved cited work.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:32:10.427134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:32:08.755831Z digest=sha256:2bd43e8404f2856837fbb4bcd79016e27ed5d699f0ac72c67aab4eb0e3524d2a

Observation 87401a57-1771-49fc-b67a-ae6afe872fd8 · outbound

This paper cites How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:08.761827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:08.761827Z digest=sha256:6e16ce4abe281b392e38bf37bd59255a94b974fc135f602f2e691390a0a8cff7

Observation 53eeb5fb-3813-414f-88b8-c8d3e445ce2d · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Training Verifiers to Solve Math Word Problems

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:08.767420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:08.767420Z digest=sha256:d5a449d2948352d058d6eea9f465a84d8595149445340b3e6c6a71cc0603e583

Observation 13fd95e2-4ef9-4d92-bc0e-d2e46fdd60e0 · outbound

This paper cites an unresolved cited work.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:08.776093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:08.776093Z digest=sha256:818195f140951de8b145e627a6456e1cecdbadc68ccf521b5e3c4a7a38b7b3c4

Observation 35a02264-4d4d-4086-9474-86275c09ced6 · outbound

This paper cites Rephrase and Respond: Let Large Language Models Ask Better Questions for Themselves.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Rephrase and Respond: Let Large Language Models Ask Better Questions for Themselves

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:08.783730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:08.783730Z digest=sha256:a716666306523093bddbb920d0c63c99bd094ac9c1f9870ea2e7d1d9afbf17d3

Observation 2b20d95b-9277-4684-92f8-b3e3061b57b7 · outbound

This paper cites InternLM-XComposer2: Mastering Free-form Text-Image Composition and Comprehension in Vision-Language Large Model.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering InternLM-XComposer2: Mastering Free-form Text-Image Composition and Comprehension in Vision-Language Large Model

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:08.796890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:08.796890Z digest=sha256:f012211d66fbc0a25c50ea65bd0a9f3ebbf76c02e9adff89983d47eec77ae075

Observation 88c8933c-9f3a-46da-9fba-98c68aab5b5f · outbound

This paper cites an unresolved cited work.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:32:10.381536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:32:08.803634Z digest=sha256:69c1ebc074f9947c6facbbe2533e5720a361ddf27ea1e328df8bf0d2826a286d

Observation 449b2226-a2a6-4695-a846-8cf4ab031ee7 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:08.812020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:08.812020Z digest=sha256:81fa37788b8a8fb6ac2e7fef778e4814e3593e966f4e8e61b1b81948438366e1

Observation 7a9d63fb-5a21-4f18-a876-7c615d16aacc · outbound

This paper cites Self-Correction is More than Refinement: A Learning Framework for Visual and Language Reasoning Tasks.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Self-Correction is More than Refinement: A Learning Framework for Visual and Language Reasoning Tasks

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:08.820756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:08.820756Z digest=sha256:a0b8fd303286052294bd6988675f063a9901428c73393c3d9d3349bddb248495

Observation 89d4db3b-f3c7-4fcd-9109-1bf06c1fe7ad · outbound

This paper cites Distill Visual Chart Reasoning Ability from LLMs to MLLMs.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Distill Visual Chart Reasoning Ability from LLMs to MLLMs

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:08.828162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:08.828162Z digest=sha256:1bab66234b23118c1dab2a3049733767e1257871ed82ba37985ebc4643db0c45

Observation 40d0a98f-18b6-434f-93ed-5b675953c2c8 · outbound

This paper cites an unresolved cited work.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:08.833863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:08.833863Z digest=sha256:5d7189f5ff17981f8bf028b5943b1d58c4bf560b4fdc0e8313824c948866ea8a

Observation c2d666eb-08dc-41cf-91af-69ce9aad53a9 · outbound

This paper cites FigureQA: An Annotated Figure Dataset for Visual Reasoning.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering FigureQA: An Annotated Figure Dataset for Visual Reasoning

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:08.843206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:08.843206Z digest=sha256:aba4724bc71ddc29a914100c9deec07aa19168086a94f6f4ac5360142bfa92bb

Observation ee6bff45-bd9a-4e2c-81eb-da38616e9362 · outbound

This paper cites an unresolved cited work.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:08.855403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:08.855403Z digest=sha256:4af18e440db8ace6fb49b452a14d5ebbb6f56dc810bcbca130d680b26266ffee

Observation 72f3c48c-3ae8-4ca0-b81a-b1cfb81eae82 · outbound

This paper cites an unresolved cited work.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:32:10.306169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:32:08.863043Z digest=sha256:8bd1b6cc06110dae7b3a0bee2e552ca30f32aa77e1e4d73d65df8fa2ceb947b8

Observation a6de8832-2600-403a-8833-e9483819d8a2 · outbound

This paper cites an unresolved cited work.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:32:10.276011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:32:08.868544Z digest=sha256:a07969e50d2aecd283b66dc23bfcb199542ff7255676410fe37af234afbc456f

Observation 413ba0ec-ee76-4094-ad29-5f204d082cc2 · outbound

This paper cites an unresolved cited work.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:08.873860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:08.873860Z digest=sha256:79c4a83cb1b72c1c12172ad7e512db7e8cfc4d1ab98186092637391bbca2d9a6

Observation 13656344-e4ee-4036-85f0-cbee2fce55f5 · outbound

This paper cites an unresolved cited work.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:08.883765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:08.883765Z digest=sha256:2d2f133b3d2b1dc13a28e78492cd4086d6333807e6b596b69a38f9d05800103d

Observation 195b0042-6819-47be-9b45-203992ff2dd8 · outbound

This paper cites an unresolved cited work.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:32:10.245692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:32:08.891038Z digest=sha256:59391fb57ed5b92bb70b183c5b2b961ee0b3a6ebe2e1b599d28b8706b5eea968

Observation 0c1b004f-3a52-49a5-8877-866b6c83739f · outbound

This paper cites an unresolved cited work.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:32:10.202770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:32:08.900159Z digest=sha256:bd1685d625fc2466cf13999c8fce54c409708b520515b51bde7518095909044a

Observation a8f6249c-3584-48a4-804d-af67553eb61f · outbound

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

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering ChartAssisstant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:08.913874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:08.913874Z digest=sha256:cf16c4256529a6f3a6f36bdd6a9ecc2312b17f356347ec2c2eaf2d4f9a3524ff

Observation 373d3dd9-7b8c-4c11-a0ba-e9877e371c48 · outbound

This paper cites an unresolved cited work.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:32:10.171153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:32:08.921747Z digest=sha256:fe9cb63ec5089f68014c6c5ae0be8dea14f4084d5694dc00ea97f55d7363de2c

Observation 25c1a379-02d7-4329-9828-a0638a8f56f8 · outbound

This paper cites an unresolved cited work.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Unresolved cited work

Reference 28

Resolution
malformed identifier
no resolver link, observed 2026-08-15T17:32:08.928725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:08.928725Z digest=sha256:7e19f77d664ff2f8fee4bef52d35625bfc4ea2c6b000133933cca632840c8fe9

Observation f0bd5144-6a1c-481c-b96e-4a613023c0ed · outbound

This paper cites an unresolved cited work.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:08.941377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:08.941377Z digest=sha256:24c918068abf2baae7b374db46e6179c0af3e08ee66d9d2c4c00685c6a426f2e

Observation 76493b9f-c44c-48db-bd54-22ed74a6ed80 · outbound

This paper cites an unresolved cited work.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:08.955127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:08.955127Z digest=sha256:3b38ddeb69faba8feeabc6799a8d20672cbada4bc92e4388f921fa138cf2014c

Observation ab530be8-c0d6-466c-9b73-ce20d53edfb5 · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:08.968408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:08.968408Z digest=sha256:36c21156182706ccc86be2968a81f75170bfa17a4f390e46aea212ac70cdbbff

Observation 907855e3-a230-4aaa-8de8-0cb9d14056b3 · outbound

This paper cites Generalized Slow Roll for Tensors.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Generalized Slow Roll for Tensors

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:08.961360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:08.961360Z digest=sha256:2d01d3efc40ed2282ad575ba7f66b3c769675a7e01184c31073e37a7d7af7812

Observation bd4edfbe-c8bb-4dd6-a746-eb6e5f018431 · outbound

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

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:08.987826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:08.987826Z digest=sha256:9e30e21dcbd8238796509ab8f44ff8067d5df52917f570d3de08202ee1faaad1

Observation bb6ac460-c3af-47a4-af55-a7f4ed4763b5 · outbound

This paper cites Hashimoto.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Hashimoto

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:08.976095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:08.976095Z digest=sha256:ea73b4f8c4d889ac8cc87739e7a7c8cb31645fea6bbc096d6dd62e8d228b11d0

Observation dadd83ce-bd9b-40cb-bc15-e6573b86a784 · outbound

This paper cites an unresolved cited work.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:09.010842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:09.010842Z digest=sha256:b74fc6adc7419c400bd1354bf139e880195fd45b8eca0f851420e4aa1f2cbfc4

Observation e080abb2-18c3-479e-9589-b312c8f11082 · outbound

This paper cites Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:08.998266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:08.998266Z digest=sha256:59d82dd6d2121efd2ede86f5af24e343437992fa7954961d9a590b6061ae95f7

Observation 169b6037-0684-4a9c-ba9a-19c063892fca · outbound

This paper cites CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:09.029536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:09.029536Z digest=sha256:0430ba39abf93619733f879d5722ee6534377b8671f56130d79d706233dc8065

Observation 597ef760-ef05-4bb2-ab96-60f90f64685e · outbound

This paper cites an unresolved cited work.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:32:10.033763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:32:09.018569Z digest=sha256:ca9e1262fe56c61e420562c3b67f0f0dbda86a1afb51a5d0bdac9d24f13e55c7

Observation b8785502-f598-4777-90fa-109f0c9c7c78 · outbound

This paper cites an unresolved cited work.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:32:09.995953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:32:09.039934Z digest=sha256:15aa86ee88dadb6890866a241a525a2777602dfaaa006e6701ca8d98038ac49c

Observation faba1aee-0456-4593-af20-b5efeb2a607b · outbound

This paper cites an unresolved cited work.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:09.034999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:09.034999Z digest=sha256:67a620f34aaeacbdbda8edc2099baa4fed8b6a50461e84e6d25d270c697a1d1b

Observation 5d3ddf06-d783-4c7e-b53e-8c53b7b8e728 · outbound

This paper cites ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:09.063743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:09.063743Z digest=sha256:47ad185fd24b58fc3dd45cfc7d8a993dbeb1f06e8784e8916e2552202ea44a21

Observation 882f0740-4fe4-4d14-bf9e-a778506e7850 · outbound

This paper cites an unresolved cited work.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:09.047083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:09.047083Z digest=sha256:76eeb3fae1563658b59cea989610ff9cf253a297bf20f5780a97effb64e7d835

Observation 05154421-2dd3-404c-b2b7-51e6a5d63b53 · outbound

This paper cites ChartBench: A Benchmark for Complex Visual Reasoning in Charts.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering ChartBench: A Benchmark for Complex Visual Reasoning in Charts

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:09.077678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:09.077678Z digest=sha256:499c947e03d63a958abed171e743c1dad2ed138031b2604aaf179e3dcdc11c9a

Observation 39b0388b-faef-41cf-aa20-8dae8726560b · outbound

This paper cites an unresolved cited work.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:32:09.945617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:32:09.086037Z digest=sha256:9da9675647258e2e627763c8d5974dbc7f3c99a82887ca8d15871a6f72ee8a55

Observation 9837e769-27b1-4ae1-8053-76d7beeb8156 · outbound

This paper cites LLaVA-CoT: Let Vision Language Models Reason Step-by-Step.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering LLaVA-CoT: Let Vision Language Models Reason Step-by-Step

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:09.071553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:09.071553Z digest=sha256:7080f35cc292324f7f205e4a3638d2c9049d816a1b253ac7b1fced21b238cc5c

Observation 367d0a3c-d0bd-4564-94d3-b403c4410358 · outbound

This paper cites an unresolved cited work.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Unresolved cited work

Reference 46

Resolution
malformed identifier
no resolver link, observed 2026-08-15T17:32:09.097635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:09.097635Z digest=sha256:3240d1dc019e74c1c1c062484706b7f797a8f13bbf06f0dc30cc183161aa4268

Observation df1f91ab-93b3-4e1f-bec9-581e64db581d · outbound

This paper cites an unresolved cited work.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:09.103591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:09.103591Z digest=sha256:7908ff06e098ab9e942c383b233313fcff0bb81062226e22df5dda5e530d7f9f

Observation ea804fd8-65fb-4f80-876f-34ee1024039f · outbound

This paper cites an unresolved cited work.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:32:09.920385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:32:09.092268Z digest=sha256:02c315029555c44acbb6503be178f1ef9d07421e5875cd361f89ad81b3f2d135

Observation 92b4b011-ae7b-4f7c-b5f2-3dd30fd3209c · outbound

This paper cites ACM SIGMOD Record 47, 2 (2018), 17–28.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering ACM SIGMOD Record 47, 2 (2018), 17–28

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:32:10.114033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T17:32:08.948635Z digest=sha256:0350b37ea0b578535327e132906aad2d7223f7b01d4da77de034fe3b38a5e9dc

Observation 03234ae4-fde2-40e6-b1ef-7acc9ff90c83 · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-15T17:32:09.056094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:32:09.056094Z digest=sha256:448d6c1a8baee958ea65b65dafd6199bab337e3ae893c5ca9e9a5da194d17918

Pith citing papers

Observation b21f086f-816b-4b6a-87b0-60edc3f3d335 · inbound

ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch cites this paper.

ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-16T13:12:54.834258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-16T13:12:01.889341Z digest=sha256:58931f1fbcc5081f16a091d4370bd970a238fa558cf8b5a61beb3dbc644c5238