Pith. sign in

Paper Citation Record · LEDGER

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding

As of 20 August 2026, this Paper Citation Record lists 73 of 73 outbound references and 0 inbound Pith citation observations for arXiv:2509.09286.

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

pith.paper-citation-record.v1
2509.09286 v1

Coverage vector

measured 73 of 73 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T19:27:21.065389Z

measured 73 of 73 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 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

73 of 73 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved73
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e0ad552f-2f86-4d94-84d5-ee8017b907ca · outbound

This paper cites GPT-4 Technical Report.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding GPT-4 Technical Report

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.733861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.733861Z digest=sha256:ff03c488dce6514a978c9fbfc4a3e536c31fe96dd9fe6dfb285dcd6271fa93a7

Observation 785cec32-985d-4583-8146-b42ada683939 · outbound

This paper cites Self-Imagine: Effective Unimodal Reasoning with Multimodal Models using Self-Imagination.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Self-Imagine: Effective Unimodal Reasoning with Multimodal Models using Self-Imagination

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.739952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.739952Z digest=sha256:b292393bf4b5026651e7ed4b621d5c935dd32ba78bd9280a5715ee038e8de7de

Observation 6c7e07d2-0cfa-41e2-8a97-9666caf9814f · outbound

This paper cites Qwen2.5-VL Technical Report.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Qwen2.5-VL Technical Report

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.744842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.744842Z digest=sha256:f6b1ec65bb139dc4769de7be9d9a88f4fa5815e6a17e512169c689708b5bb67b

Observation a4175d7c-a1c2-4b85-9f21-ed0df8c993eb · outbound

This paper cites Conditional Computation in Neural Networks for faster models.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Conditional Computation in Neural Networks for faster models

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.750383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.750383Z digest=sha256:69f76e0b577a936fe5df6926a4ec57fabee585eed51e468c919a65f2dfa87764

Observation 6a886b0b-24ca-4528-b49c-661f5bfc00dc · outbound

This paper cites Language models are few-shot learners.Advances in neural information processing systems, 33:1877–1901, 2020.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Language models are few-shot learners.Advances in neural information processing systems, 33:1877–1901, 2020

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.755347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.755347Z digest=sha256:562d5ee8f96b19fbfc197153ed575bf20fe7ce660e37b82cc2964b79e6d81fc8

Observation e40cdbdb-1e7a-4ea4-b26b-b140b989b9a6 · outbound

This paper cites GENOME: GenerativE Neuro-symbOlic visual reasoning by growing and reusing ModulEs.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding GENOME: GenerativE Neuro-symbOlic visual reasoning by growing and reusing ModulEs

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.759928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.759928Z digest=sha256:550a61bfb3ee14d3fe000b9a45de060ed37c34556d5d35fd1ddd33138c69aec3

Observation aa307534-f1ad-4039-8813-24f788a0197e · outbound

This paper cites Chartreader: A unified framework for chart derendering and comprehension without heuristic rules.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Chartreader: A unified framework for chart derendering and comprehension without heuristic rules

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.765572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.765572Z digest=sha256:5373e2b6f72561a2458a1760e42a5d68be0e595a95d2a9e04e8e2f30020410f2

Observation a6585ec6-df4d-4a92-97b8-f119b84c0e61 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.770074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.770074Z digest=sha256:a90a58751fe925b63f83d87b65030551db550e9630de6619c33a63318b87fe8f

Observation 1c83992b-c765-4e9b-a52d-b3a4676b8e9f · outbound

This paper cites Instructblip: Towards general-purpose vision-language models with instruction tuning.Advances in neural information processing systems, 36:49250–49267, 2023.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Instructblip: Towards general-purpose vision-language models with instruction tuning.Advances in neural information processing systems, 36:49250–49267, 2023

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.775655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.775655Z digest=sha256:18b4edf622aa8ca8970e743681e01c5e683432bdd426e4aaa0d3a5b345556083

Observation 0547121a-d89a-45bd-8f27-88a924f95fa5 · outbound

This paper cites Msg-chart: Multimodal scene graph for chartqa.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Msg-chart: Multimodal scene graph for chartqa

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.780452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.780452Z digest=sha256:ce92f49cae590044a0c3edc5ab3aada70c35f582e702ddca03a0c8f656670b52

Observation 84c82d17-3830-4ab1-bed9-8071cd83df1e · outbound

This paper cites Pal: Program-aided language models.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Pal: Program-aided language models

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.785753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.785753Z digest=sha256:3a2bd183babae1dd4e324710346410af51725bcd2c74de8187acfdbe5ee2fdef

Observation ebbb11ce-9d0a-4033-8809-1a972770824e · outbound

This paper cites Adaptive Computation Time for Recurrent Neural Networks.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Adaptive Computation Time for Recurrent Neural Networks

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.790385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.790385Z digest=sha256:4cac0a470ed5644d5d5b17e97ea93abc93e51519193102184a99117fadf7ed6c

Observation b70a9d4a-1713-4224-8822-2ee633c150c4 · outbound

This paper cites Visual programming: Compositional visual reasoning without training.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Visual programming: Compositional visual reasoning without training

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.795010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.795010Z digest=sha256:9f64812efe55a0c310789133f702006a7712c3dbcc8ddb779d92d3a0f199bec3

Observation 907af2e7-de7f-47f8-9b55-57dbca70a0c9 · outbound

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

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding ChartLlama: A Multimodal LLM for Chart Understanding and Generation

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.799296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.799296Z digest=sha256:823a8a89c1e9738994fa4d2b1cbff4f0c2fad1932e8996fdc146fc05402c1864

Observation 40d490fb-2908-41a1-a6fd-56021d49f909 · outbound

This paper cites From pixels to insights: A survey on automatic chart understanding in the era of large foundation models.IEEE Transactions on Knowledge and Data Engineering, 2024.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding From pixels to insights: A survey on automatic chart understanding in the era of large foundation models.IEEE Transactions on Knowledge and Data Engineering, 2024

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.803992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.803992Z digest=sha256:7cc716994ffa81faca623681fa13b433ccb716172b533ad67a4cad9e530c4618

Observation dbead802-04bb-4866-9bc5-d477a1f321d7 · outbound

This paper cites Vprochart: Answering chart question through visual perception alignment agent and programmatic solution reasoning.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Vprochart: Answering chart question through visual perception alignment agent and programmatic solution reasoning

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.808598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.808598Z digest=sha256:eff9f5d49b97501c62d56c518d4c16a1ac1c56abba9dfe9f06127781b6ad469e

Observation 3047eeba-1c3f-4ee0-9d94-730a58072260 · outbound

This paper cites ChartSketcher: Reasoning with Multimodal Feedback and Reflection for Chart Understanding.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding ChartSketcher: Reasoning with Multimodal Feedback and Reflection for Chart Understanding

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.812726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.812726Z digest=sha256:3584f132fe74352853664d61261840d0a53319d9a7f1870131bad2356dfd05d2

Observation 3983fed7-9695-48dd-a939-d3664ea42bf5 · outbound

This paper cites Are Large Vision Language Models up to the Challenge of Chart Comprehension and Reasoning? An Extensive Investigation into the Capabilities and Limitations of LVLMs.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Are Large Vision Language Models up to the Challenge of Chart Comprehension and Reasoning? An Extensive Investigation into the Capabilities and Limitations of LVLMs

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.817038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.817038Z digest=sha256:3c9e91a1023b38e7725bef75776e25b2e2b6ff398878f4bd11aff68b5aae5e4f

Observation c1ade9bc-ee1e-4ca2-ad8d-339722026e45 · outbound

This paper cites Mixtral of Experts.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Mixtral of Experts

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.821642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.821642Z digest=sha256:8f08c852ee90df32507e3aa6a435a8467848ff486c894b57bcd130cc360408f2

Observation d254dd25-a51e-439e-98bf-495d99ec84d1 · outbound

This paper cites macmillan, 2011.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding macmillan, 2011

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.826848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.826848Z digest=sha256:d833c411f59d95a6f063c19f9e60e9f9f7af1e7f067815e68e006b36f02437ba

Observation 182e6de0-080f-4006-8215-8dfaa80d1041 · outbound

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

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Pix2struct: Screenshot parsing as pretraining for visual language understanding

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.831609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.831609Z digest=sha256:fb49b8f28115de05e7064015eb7f318c837965ce948c44d7302a9b184e681e35

Observation a703cb92-ffe0-4947-8acd-b56afd277754 · outbound

This paper cites Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.835728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.835728Z digest=sha256:df1f5237985fdd316c981e435d7fa041907b7be28068c77da8b42996d5c4d92b

Observation 1cf3e7d4-708a-43d5-bcf5-008d255f7d91 · outbound

This paper cites Blip: Bootstrapping language- image pre-training for unified vision-language understanding and generation.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Blip: Bootstrapping language- image pre-training for unified vision-language understanding and generation

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.840232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.840232Z digest=sha256:fc211bd67aef297008d63829608d753744e3afd962b9ceb6435cd27f94307a6d

Observation b1bedd8a-c0b1-4daf-8895-db15aad49905 · outbound

This paper cites Let’s verify step by step.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Let’s verify step by step

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.844649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.844649Z digest=sha256:3ed2d1d568b7ebfedef8f42121cd83331402faf82d8c07874dc1b900adc7f810

Observation 4b841768-e848-4bc8-b858-7bf5a0ac2491 · outbound

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

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding DePlot: One-shot visual language reasoning by plot-to-table translation

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.849435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.849435Z digest=sha256:b22ea51cbd32b78c98a8f1a3da98f45aac86ad94dc23e9551434f45947a6fdcf

Observation 39a093bd-73d0-4d41-80cb-1142791eacad · outbound

This paper cites Visual instruction tuning.Advances in neural information processing systems, 36:34892–34916, 2023.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Visual instruction tuning.Advances in neural information processing systems, 36:34892–34916, 2023

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.854511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.854511Z digest=sha256:dcca810a2d8b51a337e5add1c6f44999baeaccb1cb1c99f6a95cede4d12e0411

Observation e0c7becb-b06c-49cd-938f-fe69128f36db · outbound

This paper cites One RL to See Them All: Visual Triple Unified Reinforcement Learning.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding One RL to See Them All: Visual Triple Unified Reinforcement Learning

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.859235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.859235Z digest=sha256:2ac12383f2e518b93defbd04a64917cc8f05c072260bbd6fec43deca3f39436f

Observation daf9088c-4947-4891-885a-94690c7617f1 · outbound

This paper cites UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.864001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.864001Z digest=sha256:25b1df21db3f4d4e373de217922160f5c192dd0fef1b8bd5947a23d6146a89b5

Observation c6f21535-47ae-4cb0-acff-ab2714d49150 · outbound

This paper cites ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.868443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.868443Z digest=sha256:114e12a71090dd030d1699a0c64f1ddc4428c9bc899ac3a33fb9cec0b7349b26

Observation 7a843056-243d-4460-aef4-df9f96182c89 · outbound

This paper cites ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.873037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.873037Z digest=sha256:c41f04d1e5e1244ed145de6adae6ffb95cf2f2dd660f06d49003764cb24b8183

Observation 726a3fbc-cecb-415c-8e57-a627050fe043 · outbound

This paper cites MM-Eureka: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding MM-Eureka: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.877569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.877569Z digest=sha256:0eb8060a864db89e2ecd322bb22661f9c054b02d965bb8210cf68ff89fa00d6d

Observation 7afdb390-ad10-47c7-a7a1-6b40f0f241c2 · outbound

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

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding ChartAssisstant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.882498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.882498Z digest=sha256:d7ca0e6aa115ad52744d60eb849d6d437a04581d88d73dad3caa06be653ca551

Observation 75b1d410-e647-42cd-9968-115c029e4564 · outbound

This paper cites Plotqa: Reasoning over scientific plots.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Plotqa: Reasoning over scientific plots

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.887336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.887336Z digest=sha256:b07211423c24d683656b9e862cb07ad1ba9f9a5a42791c84a4b9b24502531d78

Observation 9f9bd5e1-9cc8-4039-9d80-625ff2f598e8 · outbound

This paper cites Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.891879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.891879Z digest=sha256:79452cffd26ee536baac7c4628a57cbdc60c48f244cb694fdebc07732148be05

Observation 72e08cc5-46fe-43be-997f-7e43f3816bd0 · outbound

This paper cites Gpt-5 system card.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Gpt-5 system card

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.896306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.896306Z digest=sha256:f1cec395c53156843a34fe82a5c7acdef94d8695f8ff60ea353793b7e82e2fa7

Observation b93bd67b-6594-43fd-b80c-b61eb1de9a10 · outbound

This paper cites Training language models to follow instructions with human feedback.Advances in neural information processing systems, 35:27730–27744, 2022.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Training language models to follow instructions with human feedback.Advances in neural information processing systems, 35:27730–27744, 2022

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.900753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.900753Z digest=sha256:bd6d0d153a51533eb5136ac72c96ec93109c0270d17f7ec47f413c1014843ff4

Observation f6a33c4f-21e0-4f24-86b3-79bc45df9b24 · outbound

This paper cites Adamml: Adaptive multi-modal learning for efficient video recognition.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Adamml: Adaptive multi-modal learning for efficient video recognition

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.906099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.906099Z digest=sha256:4858743f384102ac9f7242469b1e420a622110dd91b5f37f25fdc37fe7ef49f1

Observation d734409a-a35c-4d1d-be3c-597537ed03f9 · outbound

This paper cites TALM: Tool Augmented Language Models.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding TALM: Tool Augmented Language Models

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.910404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.910404Z digest=sha256:6cec96b3a19ab2c8d2d1e711215edc5060cf843e51a29928e6935e8b2a8587c9

Observation 0279f556-fef6-47a9-a13f-aa178b62556d · outbound

This paper cites Gorilla: Large language model connected with massive apis.Advances in Neural Information Processing Systems, 37:126544–126565, 2024.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Gorilla: Large language model connected with massive apis.Advances in Neural Information Processing Systems, 37:126544–126565, 2024

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.914841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.914841Z digest=sha256:da396d0e194762697802e162c2ed1d30f1e37caa5b7cfcd13fb4152cfa223a91

Observation 00b44eb2-e9f4-43fc-ad93-24745766c525 · outbound

This paper cites Learning transferable visual models from natural language supervision.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Learning transferable visual models from natural language supervision

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.919073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.919073Z digest=sha256:183a4f5b7b56049da452548482483bfd6886525de854858c771601b16ca2be6f

Observation 319266e4-40e5-4b7a-881f-a75de0d610ba · outbound

This paper cites Direct preference optimization: Your language model is secretly a reward model.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Direct preference optimization: Your language model is secretly a reward model

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.923128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.923128Z digest=sha256:1321dbfc054ba940e6d242721c60298d713969ac7203b081d2f26a973a29f178

Observation 568d7a05-9311-46ac-a6b8-79f1410b3570 · outbound

This paper cites Dynamic routing between capsules.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Dynamic routing between capsules

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.927349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.927349Z digest=sha256:a525e2364ae98d5f8d81c53547ce98a21c494afe10a58a6bc552568a6548093c

Observation 0e478617-b50f-47dd-966e-0bc4436c9fbd · outbound

This paper cites Toolformer: Language models can teach themselves to use tools.Advances in Neural Information Processing Systems, 36:68539– 68551, 2023.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Toolformer: Language models can teach themselves to use tools.Advances in Neural Information Processing Systems, 36:68539– 68551, 2023

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.931515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.931515Z digest=sha256:b3d978a799a32fdd7d9606d121fea6ce0590a43cce843119ba2e4685432cb88b

Observation ac44d949-1f8f-4ffa-8354-cf7a51084712 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.936053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.936053Z digest=sha256:c27952a4303ac8312aaa8c0de402dde3bdf18b5273591081b84d20884e872cf9

Observation b5b11a9d-0993-4fd9-b59a-51d9d93dc214 · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning.Advances in Neural Information Processing Systems, 36:8634–8652, 2023.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Reflexion: Language agents with verbal reinforcement learning.Advances in Neural Information Processing Systems, 36:8634–8652, 2023

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.940989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.940989Z digest=sha256:51c90e07d49e8bd5fe4a1e0640020a4ea099a2c234a1a75f71e55520f0b2d59b

Observation 962c1c34-15ce-48c5-be26-e8e810b6fc85 · outbound

This paper cites OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.945159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.945159Z digest=sha256:e9bab7741fb1ceba22f547c5a1d8e461e81089c05729924d4e9caa8f41fc17e5

Observation c453c2e0-acd8-4735-9fc0-e991bea52112 · outbound

This paper cites Modular Visual Question Answering via Code Generation.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Modular Visual Question Answering via Code Generation

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.949424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.949424Z digest=sha256:0e59f0afafea940fa30d076e16dbe8aeee35ef11673689f7a244cb0a0c1538a7

Observation 125fc7bd-e25f-404d-87b9-0db559570cc6 · outbound

This paper cites Vipergpt: Visual inference via python execution for reasoning.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Vipergpt: Visual inference via python execution for reasoning

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.953962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.953962Z digest=sha256:ed85d53ae72aa7c980bf240469eb7c06180dbf7a10c730b8eca36a37dca4bea1

Observation 445de310-85df-4a0d-8c40-91de31905fe9 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding LLaMA: Open and Efficient Foundation Language Models

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.958885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.958885Z digest=sha256:a06f8718b8d68bee878f269805ba710c670082c5ba9644e30bc2c3ee5ed45566

Observation fd17781a-7754-459c-bdae-d4649b4695ab · outbound

This paper cites Multimodal transformer for unaligned multimodal language sequences.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Multimodal transformer for unaligned multimodal language sequences

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.963657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.963657Z digest=sha256:2ff7bf3e916011d741ce23c00e451ed0ce31a6251359fb4a6946259735cae6b2

Observation 1de2923c-c7b1-46bf-9f6b-45f6709437f0 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.967637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.967637Z digest=sha256:8758d93480c4a8546ef54d752e9dbd47a5bbdc67a29cb74fae5881bb365bd336

Observation 9abde6ae-b344-4d78-8ef6-8cbb5a45bc21 · outbound

This paper cites Charxiv: Charting gaps in realistic chart understanding in multimodal llms.Advances in Neural Information Processing Systems, 37:113569–113697, 2024.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Charxiv: Charting gaps in realistic chart understanding in multimodal llms.Advances in Neural Information Processing Systems, 37:113569–113697, 2024

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.972283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.972283Z digest=sha256:44e8784f224cfa41d5759ce24a788b9789744c15da939c91a1d481235c0272d3

Observation 8adf5b8a-ed5a-4722-b6f9-3a6cc7af5024 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Chain-of-thought prompting elicits reasoning in large language models

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.976363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.976363Z digest=sha256:3aedcc8ea6e90e02855b874a0443b7c13b5b33a1218a3cfc4250133751d46261

Observation 8d02bd5b-9705-4093-8b1c-8f2ad4b4714b · outbound

This paper cites Simple statistical gradient-following algorithms for connectionist reinforce- ment learning.Machine learning, 8(3):229–256, 1992.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Simple statistical gradient-following algorithms for connectionist reinforce- ment learning.Machine learning, 8(3):229–256, 1992

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.980380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.980380Z digest=sha256:c06fb8be4b4d88fa83733a18dd628e0ada99a6192a441e232f6bd5d91f3d8b8e

Observation 792411f9-03b2-43d1-b6ab-f920c5738d0d · outbound

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

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.984528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.984528Z digest=sha256:84bd74681ffb7f526b1eb10bd3acd0520a333356ec956699a754061d8ccc2f76

Observation b6a73c93-bdb9-477d-9aa7-ddfe21a46b85 · outbound

This paper cites DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.989278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.989278Z digest=sha256:cd5cf1604bb517b46d9e8c287a34aeb54dd5d6cb5dbbc0884527599216c9229c

Observation f66f05d1-1052-4fcc-9312-260c89d50b43 · outbound

This paper cites Language-vision planner and executor for text-to-visual reasoning.arXiv preprint arXiv:2506.07778, 2025.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Language-vision planner and executor for text-to-visual reasoning.arXiv preprint arXiv:2506.07778, 2025

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.993595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.993595Z digest=sha256:dbfa24b5546fa9079cbfe556036de7d236c42b54f8ba7522f13d668e95a4e62b

Observation 80c655c6-1177-4398-9b74-cacc31188f30 · outbound

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

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding ChartBench: A Benchmark for Complex Visual Reasoning in Charts

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:20.998030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:20.998030Z digest=sha256:ead268918ca6f09bf361d235df1595183456d69ff3b1d248a9a25980ad86e611

Observation cd6d378b-5b30-4f90-aae7-274e41b2eae8 · outbound

This paper cites ChartMoE: Mixture of Diversely Aligned Expert Connector for Chart Understanding.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding ChartMoE: Mixture of Diversely Aligned Expert Connector for Chart Understanding

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:21.002448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:21.002448Z digest=sha256:7a5f4fd9fa38f8235a8f3221fb7bc5d590652f405661d1a5885be8f5250e2d55

Observation ed03ce5d-96d1-4385-8173-8aa6f1487101 · outbound

This paper cites ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:21.007449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:21.007449Z digest=sha256:d92e9348a5fef353a96f168c1102591143796a186924b9dffe653b42680cb898

Observation 8adbb560-4009-4fb4-b1be-24ee43738e22 · outbound

This paper cites Tree of thoughts: Deliberate problem solving with large language models.Ad- vances in neural information processing systems, 36:11809–11822, 2023.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Tree of thoughts: Deliberate problem solving with large language models.Ad- vances in neural information processing systems, 36:11809–11822, 2023

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:21.012045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:21.012045Z digest=sha256:bd1595491280ea2dc0a99341549ad101bdef743716082482e0659b8d208b725d

Observation 05855d91-f2c7-4365-9cd2-d41a2e3afb0e · outbound

This paper cites React: Synergizing reasoning and acting in language models.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding React: Synergizing reasoning and acting in language models

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:21.016188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:21.016188Z digest=sha256:c3ddf550b223c5d322508a9401aab26bbd72fb7b0e11a67cdf071af3348faaca

Observation 28da750a-8e61-4421-852c-2289d6442aa9 · outbound

This paper cites Text2Chart31: Instruction Tuning for Chart Generation with Automatic Feedback.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Text2Chart31: Instruction Tuning for Chart Generation with Automatic Feedback

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:21.020382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:21.020382Z digest=sha256:65991f07ecd9119b2dcf697864cdbed2ed7c00ff43a045e2d949fe3554e54422

Observation d72ae713-56fc-4c0a-b22c-a80d82965a9f · outbound

This paper cites Thyme: Think beyond images, 2025.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Thyme: Think beyond images, 2025

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:21.024822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:21.024822Z digest=sha256:350c7ff9228f8ce2550a980779cd3fc60927e4a3c7c3970aa97a78225c8fa6fa

Observation b99f0ba0-d221-4aeb-8735-b58887b3660c · outbound

This paper cites Multimodal Chain-of-Thought Reasoning in Language Models.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Multimodal Chain-of-Thought Reasoning in Language Models

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:21.029581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:21.029581Z digest=sha256:de375cad66c386d53b5e09ed7a706b6b7d1985de6e501a4b9420c060fb7384db

Observation ddcf5c82-9bc7-460c-bc01-5b77b2822ba8 · outbound

This paper cites PyVision: Agentic Vision with Dynamic Tooling.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding PyVision: Agentic Vision with Dynamic Tooling

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:21.033838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:21.033838Z digest=sha256:56ea65cfbacae8042cdb5b3dd60c378a968860ecba4910122e5df2b79c10517b

Observation 0939b7bc-901b-4ba3-a6f0-bece26befdfc · outbound

This paper cites ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:21.038322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:21.038322Z digest=sha256:f87d5436241f55a3e534a25fa9745f3fb0c5a8bfa7b05f28e8b5c38eb60d78a6

Observation 13cb37f0-bb09-4f7a-89ba-039ad8b21a1d · outbound

This paper cites in-the- wild.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding in-the- wild

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:21.043096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:21.043096Z digest=sha256:35835c6ad874b54d6a42099d7d41f28acaf9c1d6140ca161d8866af8f21af0a3

Observation 099f21ab-eb15-49af-be4f-8a93580d418a · outbound

This paper cites an unresolved cited work.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Unresolved cited work

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:21.047617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:21.047617Z digest=sha256:94eea27356f0bc0672062a48dbffa697a06f29c3722e97b301ab1c4bb2d7fa1c

Observation 40945d00-d265-4903-bfa4-41e21bc9224e · outbound

This paper cites an unresolved cited work.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Unresolved cited work

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:21.052522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:21.052522Z digest=sha256:f478db33eebd6caa6b2abfe26e9ff097e16ff6ee74ce3ab7baf5ed7bfb5179eb

Observation 0de04a9a-914e-4c1f-a817-2a6b243d02bc · outbound

This paper cites an unresolved cited work.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Unresolved cited work

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:21.056951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:21.056951Z digest=sha256:77e5964c19e4c1c8d368696b0533237ad16e806ffb84be1ae17f0db76f7fe448

Observation dc053523-7ccd-4ac0-b841-95fcdd350c14 · outbound

This paper cites an unresolved cited work.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding Unresolved cited work

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:21.060998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:21.060998Z digest=sha256:c960b4bc0434ef80ff49952b90c479ce7aae3e4e3d6831b4bc28a0d95092f39c

Observation 7d079fd8-da01-452b-adfd-f6a06832ff20 · outbound

This paper cites question.

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding question

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-04T19:27:21.065389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:27:21.065389Z digest=sha256:c03c942b25c4afbda9c8ca11595f49a30c182e2fe77273ecdd69d2930a78e3ce

Pith citing papers

No inbound Pith citation observations are available.