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Paper Citation Record · LEDGER

CHAOS: Chart Analysis with Outlier Samples

As of 7 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:2505.17235.

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

pith.paper-citation-record.v1
2505.17235 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:53:57.279259Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

58 of 58 outbound references displayed

  • verified exact3
  • verified fuzzy35
  • unresolved18
  • parse uncertain1
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bd7a6732-68b2-4c21-8ce2-7704d799f6c7 · outbound

This paper cites Realcqa: Scientific chart question answering as a test-bed for first-order logic.

CHAOS: Chart Analysis with Outlier Samples Realcqa: Scientific chart question answering as a test-bed for first-order logic

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:07.223704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:52.408203Z digest=sha256:7453987a7b82af7c6b7500be7f4e57db736cb3f0fc4d2e28f4ceac9a23846d3e

Observation c3b47f6d-6fa7-49f0-b755-08a62c4011f0 · outbound

This paper cites Ic- dar 2023 competition on robust layout segmentation in corporate documents.

CHAOS: Chart Analysis with Outlier Samples Ic- dar 2023 competition on robust layout segmentation in corporate documents

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:07.066807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:52.466868Z digest=sha256:ca74be559f6df6f27b6e6c6bcc7f7c09195506336aa390d3abb8fab088e20e09

Observation 193c143c-5b6a-4d24-8961-ba84e74ef6af · outbound

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

CHAOS: Chart Analysis with Outlier Samples Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T14:53:52.538560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:53:52.538560Z digest=sha256:63211e51039cd7ef144cc9dcbf2bef92ab6546475d3fec7eeb301de472ac24db

Observation 089f192d-831a-44b7-8572-c7f144d4a8b0 · outbound

This paper cites Qwen2.5-VL Technical Report.

CHAOS: Chart Analysis with Outlier Samples Qwen2.5-VL Technical Report

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T14:53:52.570413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:53:52.570413Z digest=sha256:e140e3e4f53cc210395bd62e55652fc67684636eae9f5d362ed844f390829e58

Observation 6f780630-6407-4e08-8b49-9470b626181b · outbound

This paper cites Token Merging: Your ViT But Faster.

CHAOS: Chart Analysis with Outlier Samples Token Merging: Your ViT But Faster

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T14:53:52.673612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:53:52.673612Z digest=sha256:faeabea76192713f32c3fb6c588a019d86c6cc91171ad0433c722bf73832d462

Observation f983a1a3-e3b5-42bc-9199-808398249952 · outbound

This paper cites Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling.

CHAOS: Chart Analysis with Outlier Samples Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T14:53:52.754690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:53:52.754690Z digest=sha256:5d77bc37c912212ec4057442f98d4516d78688b2a827a71e1d0aff654b29b3b2

Observation 09e11263-dd59-4d96-8298-5a7f322ca5bf · outbound

This paper cites Uniter: Universal image-text representation learning.

CHAOS: Chart Analysis with Outlier Samples Uniter: Universal image-text representation learning

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:06.876813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:52.825712Z digest=sha256:e0922b9a47f258546ab7b1eb6178166987cad9618f305bc47b7de4dc1e84a702

Observation b025f36b-dad0-40c3-a2cc-c6cda7238d19 · outbound

This paper cites Rodla: Benchmarking the robustness of document layout analysis models.

CHAOS: Chart Analysis with Outlier Samples Rodla: Benchmarking the robustness of document layout analysis models

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:06.706667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:52.864647Z digest=sha256:0db69e87a0ce377242f7e2e72ae9a6c4a90fde19c12877249d1507c73b6cee10

Observation 22b70811-af0a-4126-8ad9-775b76593d06 · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale.

CHAOS: Chart Analysis with Outlier Samples An image is worth 16x16 words: Transformers for image recognition at scale

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:06.551678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:52.932299Z digest=sha256:a3c9fdcd290241e4884c4a86d0f100ce8bb92d54311110a452ab31bfb2d59c15

Observation 4a1a4c20-cf71-4bbe-ad60-20f6c63014ed · outbound

This paper cites Deep unrestricted document image rectification.

CHAOS: Chart Analysis with Outlier Samples Deep unrestricted document image rectification

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:06.414992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:53.043640Z digest=sha256:bb6a13e994389953232e7e76ae489c49f1663f3f3e853841789e5e2f1bfdd3f2

Observation 148b258c-7760-497e-9e93-3b803b750a0f · outbound

This paper cites Gpt-3: Its nature, scope, limits, and consequences.

CHAOS: Chart Analysis with Outlier Samples Gpt-3: Its nature, scope, limits, and consequences

Reference 11

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verified fuzzy
raw_fallback, observed 2026-08-07T14:54:06.244297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:53.138606Z digest=sha256:41926fbf070f929c2d6b555565601f801bab4a6f672d475af959cb9095ba603b

Observation b787fdd9-3dcf-47b5-825c-07c0bc70e634 · outbound

This paper cites Evaluating adversarial robustness on document image classification.

CHAOS: Chart Analysis with Outlier Samples Evaluating adversarial robustness on document image classification

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:06.124377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:53.245152Z digest=sha256:7e3445be116e35efc7a77554a381d1e828abe57b318c4098e61ab4100248d428

Observation 2bcc4e97-70b7-4a66-81db-ca2320497a21 · outbound

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

CHAOS: Chart Analysis with Outlier Samples ChartLlama: A Multimodal LLM for Chart Understanding and Generation

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T14:53:53.361187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:53:53.361187Z digest=sha256:8c14406286289e32d3d710a5dc34652333022cf1efcdb851b970a710a56b8ac0

Observation ecb551ad-088b-4c33-b388-18f328f974ad · outbound

This paper cites Evaluation of deep convolutional nets for document image classification and retrieval.

CHAOS: Chart Analysis with Outlier Samples Evaluation of deep convolutional nets for document image classification and retrieval

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:05.912213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:53.476931Z digest=sha256:444a5da774ea57781d27a5dbf5eea80d9f593cae53066da36e695cc63ec438e6

Observation a2cfd8e0-1bb8-4498-bac9-a6a6725593c2 · outbound

This paper cites Benchmarking neural network robustness to common corruptions and perturbations.

CHAOS: Chart Analysis with Outlier Samples Benchmarking neural network robustness to common corruptions and perturbations

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:05.714756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:53.588037Z digest=sha256:5a8065f7aceaa60da1bea88f281ffbe428a9a6f3e2565cbc45c39b5d96de0957

Observation cc0c762e-d886-4689-993f-59f363f0ba5d · outbound

This paper cites Natural adversarial examples.

CHAOS: Chart Analysis with Outlier Samples Natural adversarial examples

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:05.371830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:53.687130Z digest=sha256:0fd476d4405416f8df625224c1365986ad75eae747028d3f30ff4d78e681b13b

Observation 7d1d87a7-911e-4369-ba43-a92325bf8a57 · outbound

This paper cites mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding.

CHAOS: Chart Analysis with Outlier Samples mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T14:53:53.742825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:53:53.742825Z digest=sha256:cc51d95fbf3d7a5b78ccf657b30f8bd3ee5869f9bfd71ae7653c2523ff66f012

Observation 7c7da621-157e-4f9a-9729-829ee48627e4 · outbound

This paper cites mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding.

CHAOS: Chart Analysis with Outlier Samples mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding

Reference 18

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no resolver link, observed 2026-08-07T14:53:53.854959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:53:53.854959Z digest=sha256:19c1cbdee6b2cd39f80869570f44f6eadcd59f0719e01dd058678ea6a85117b0

Observation 53a004f7-2feb-4f6c-af89-db35b4daa2b7 · outbound

This paper cites VProChart: Answering Chart Question through Visual Perception Alignment Agent and Programmatic Solution Reasoning.

CHAOS: Chart Analysis with Outlier Samples VProChart: Answering Chart Question through Visual Perception Alignment Agent and Programmatic Solution Reasoning

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:53:58.291960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:53.955045Z digest=sha256:f4348f1e1697f68350c8111dd129fd5fc9a771c8ffaf711822390974bad77ebb

Observation 8fde87a7-23f6-4320-8dd5-42b313aa37e1 · outbound

This paper cites GPT-4o System Card.

CHAOS: Chart Analysis with Outlier Samples GPT-4o System Card

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T14:53:54.058182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:53:54.058182Z digest=sha256:a7d0f7d59ab7db1c0447cd04c1df4868620020b01812d05a29f1bc1cf854aff8

Observation 412fd093-8745-4d6e-8ddc-e048c839e9ac · outbound

This paper cites @Bench: Benchmarking Vision-Language Models for Human-centered Assistive Technology.

CHAOS: Chart Analysis with Outlier Samples @Bench: Benchmarking Vision-Language Models for Human-centered Assistive Technology

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:05.197644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:54.204256Z digest=sha256:dd5c1e319305d036294c2c89239da8aefd7fb000ad19c0b5d43f683933bbdf26

Observation 4df35a2b-3363-4a30-bcc1-d042377ad7ca · outbound

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

CHAOS: Chart Analysis with Outlier Samples FigureQA: An Annotated Figure Dataset for Visual Reasoning

Reference 22

Resolution
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no resolver link, observed 2026-08-07T14:53:54.364201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:53:54.364201Z digest=sha256:e985e648320cf86341bfb0c54bc815d58060058289277cd724ee5d46800f38c1

Observation 7a61da83-7a21-4557-b6b9-bef02b431f78 · outbound

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

CHAOS: Chart Analysis with Outlier Samples OpenCQA: Open-ended question answering with charts

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:04.883257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:54.416607Z digest=sha256:c7b7440abe218899e3da95e35a600317b817aa99f3e1be122593508971ee511b

Observation 55ec91b2-6e98-4822-ba12-bc00a918ee33 · outbound

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

CHAOS: Chart Analysis with Outlier Samples Chart-to-text: A large-scale benchmark for chart summarization

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:04.621836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:54.505153Z digest=sha256:9eb4ae296e3a2b69b77c400e181581d849b8902590de0f2220b79410858ef574

Observation 150e0468-d429-4881-bf01-3d7089ad703c · outbound

This paper cites Faithful chart summarization with ChaTS-pi.

CHAOS: Chart Analysis with Outlier Samples Faithful chart summarization with ChaTS-pi

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:04.277117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:54.589595Z digest=sha256:08488c764219f980a2db2689287a2def9ee6ab6b8800d21c8e6758716ebd534f

Observation 913eb302-d74b-4e60-9464-18a01e7eadf6 · outbound

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

CHAOS: Chart Analysis with Outlier Samples Pix2struct: Screenshot parsing as pretraining for visual language understanding

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:03.938063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:54.657722Z digest=sha256:39a58b4b66101b83523b47ced0cbc144beef12404765c8c774cdfc7a9fc8bbd1

Observation 5f8c509d-8321-46aa-aaec-69f8234e0ad4 · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

CHAOS: Chart Analysis with Outlier Samples LLaVA-OneVision: Easy Visual Task Transfer

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T14:53:54.695899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:53:54.695899Z digest=sha256:840e18f8241c6aeecf22ee5626177341a043cdcbf32fd712b30c694502b317da

Observation 4164a61a-9997-45df-a577-e5160f6a9145 · outbound

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

CHAOS: Chart Analysis with Outlier Samples Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T14:53:54.843028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:53:54.843028Z digest=sha256:bb20a86a9ed0af907e8b883e9caf66dd3c615adcd4e92a704901fc1e2730739d

Observation 230e53d7-b125-4d5f-a836-1c9b31267465 · outbound

This paper cites Imagenet-e: Benchmark- ing neural network robustness via attribute editing.

CHAOS: Chart Analysis with Outlier Samples Imagenet-e: Benchmark- ing neural network robustness via attribute editing

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:03.370926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:54.924479Z digest=sha256:213b5fc35dc1b31e6d51fd309588ccba948885e55c4d469779aa5c3bf1bd1719

Observation b7fea0ce-ca45-45a4-8526-277d27c397c4 · outbound

This paper cites Matcha: Enhancing visual language pretraining with math reasoning and chart derendering, 2023.

CHAOS: Chart Analysis with Outlier Samples Matcha: Enhancing visual language pretraining with math reasoning and chart derendering, 2023

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:03.090872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:54.999155Z digest=sha256:0b405d1673cc2799a963eb4d8c6ae4f0e76eee9d664107755de3d2a6aed38093

Observation 1ab4b74a-2066-4ac4-bbc4-abd97e22828a · outbound

This paper cites Improved Baselines with Visual Instruction Tuning.

CHAOS: Chart Analysis with Outlier Samples Improved Baselines with Visual Instruction Tuning

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T14:53:55.068771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:53:55.068771Z digest=sha256:274ae50816b893afaa3581e1a2436f43be22928fa1d546c6c89e1b237bbacbf4

Observation dd3a4ba0-fd25-4677-865a-2faf4c60b86a · outbound

This paper cites Improved baselines with visual instruction tuning.

CHAOS: Chart Analysis with Outlier Samples Improved baselines with visual instruction tuning

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:02.924645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:55.138311Z digest=sha256:0cf5ac70604fcea2aa604bf478d07a2d9ed0d259d31254cf8de522b268c8f925

Observation 594e7294-e959-4f75-b984-ed809af00970 · outbound

This paper cites Improved baselines with visual instruction tuning.

CHAOS: Chart Analysis with Outlier Samples Improved baselines with visual instruction tuning

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:02.745760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:55.175021Z digest=sha256:06804856753bb023e198bf86f95fbf2e72977df21e806343ea5f9cd76fdfa16f

Observation a501c845-4335-43f2-b2cc-2d6e3696c37d · outbound

This paper cites Llava- next: Improved reasoning, ocr, and world knowledge, 2024.

CHAOS: Chart Analysis with Outlier Samples Llava- next: Improved reasoning, ocr, and world knowledge, 2024

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:02.599969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:55.242078Z digest=sha256:1ee6a81be9e814e201799b68c7812831e34c603f8dd9020d22125957aa73d713

Observation c111fc72-adb2-464e-be64-6b0c16d84f86 · outbound

This paper cites ChartThinker: A contextual chain- of-thought approach to optimized chart summarization.

CHAOS: Chart Analysis with Outlier Samples ChartThinker: A contextual chain- of-thought approach to optimized chart summarization

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:02.201432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:55.301406Z digest=sha256:521f211ebbd11855646f850c84bd7813baedf474dd2cd3f2f03293dd2cbbb6f8

Observation fbba9c28-4b49-43a3-a31f-db07b05dfe41 · outbound

This paper cites Data Extraction from Charts via Single Deep Neural Network.

CHAOS: Chart Analysis with Outlier Samples Data Extraction from Charts via Single Deep Neural Network

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:53:57.991860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:55.379947Z digest=sha256:5b819b12e5dd35bc3be77541a6d41d6ec802f0fb8203c2da645da32c8ebbacb4

Observation 59b34145-c7a0-47e5-8da8-bba88570d7e6 · outbound

This paper cites Chartocr: Data extraction from charts images via a deep hybrid framework.

CHAOS: Chart Analysis with Outlier Samples Chartocr: Data extraction from charts images via a deep hybrid framework

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:01.826416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:55.434164Z digest=sha256:9c7d4a94a2690e16253432145234d1e0af6a12569e4789c1fa06465300eca8b7

Observation 0faba80b-e623-48af-87fc-82d561e874ee · outbound

This paper cites Towards an efficient framework for data extraction from chart images.

CHAOS: Chart Analysis with Outlier Samples Towards an efficient framework for data extraction from chart images

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:01.462203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:55.483801Z digest=sha256:30851a833d74dc4e3421b5787b95de21f0d45f421ed06d0d8699cf5e86b9944f

Observation 1126765e-b11c-4b69-88ac-610094769d44 · outbound

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

CHAOS: Chart Analysis with Outlier Samples Chartqa: A benchmark for question answering about charts with visual and logical reasoning

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:01.122889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:55.544837Z digest=sha256:37af9303585afbe292853dd9f2d7e483d9685a94d2d3e52a970219bd4c77a671

Observation 8b03770d-4322-4816-9816-c6c09bf77e8c · outbound

This paper cites ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning.

CHAOS: Chart Analysis with Outlier Samples ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T14:53:55.609134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:53:55.609134Z digest=sha256:7874a8e211e8c48636f1263b38a6c8a9c39da18dff250af4bfd1286a790cc87d

Observation 956758df-34f2-4eb2-88cd-5ca14bf019ab · outbound

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

CHAOS: Chart Analysis with Outlier Samples ChartAssisstant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T14:53:55.685225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:53:55.685225Z digest=sha256:b8d643c19ad1c8fd794b87c71603ee47c19c43b9cef61dbe155850994c55e6af

Observation a8ec3753-84a4-42d8-a454-de1a753f6c45 · outbound

This paper cites Plotqa: Reasoning over sci- entific plots.

CHAOS: Chart Analysis with Outlier Samples Plotqa: Reasoning over sci- entific plots

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:00.921426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:55.740642Z digest=sha256:42727a80abaa87c221a00fe57e8dd4fe4ff28c94afa4e28f66253cb228b37f0a

Observation 3a83fc1b-0f08-433c-a912-6181a2af54fc · outbound

This paper cites Accessible document layout: An interface for 2d tactile displays.

CHAOS: Chart Analysis with Outlier Samples Accessible document layout: An interface for 2d tactile displays

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:00.706423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:55.829257Z digest=sha256:e9739cf4f8e8e0168602dce359975e5dc69c5c4514f03621b6c3243b92e8eeb9

Observation 53e4be20-8587-4ac4-bc82-6efa63f620b2 · outbound

This paper cites Line graphics digitization: A step towards full automation.

CHAOS: Chart Analysis with Outlier Samples Line graphics digitization: A step towards full automation

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:00.473995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:55.914751Z digest=sha256:9403667560c8b8783db434e6ec8cf7c2f43ffb98495829dbf9e90368ac26c834

Observation fe10726d-cb5d-4727-b51e-56f3141b0362 · outbound

This paper cites Altchart: Enhancing vlm- based chart summarization through multi-pretext tasks.

CHAOS: Chart Analysis with Outlier Samples Altchart: Enhancing vlm- based chart summarization through multi-pretext tasks

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:00.235544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:56.026255Z digest=sha256:dc93e99910a6dbcf412de9572de54a4a2bba890e654a7870e7e977dbd628c9a5

Observation 34772f82-dac3-4e56-aa84-bfe565340cd5 · outbound

This paper cites Charteye: A deep learning framework for chart information extraction.

CHAOS: Chart Analysis with Outlier Samples Charteye: A deep learning framework for chart information extraction

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:00.008675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:56.076039Z digest=sha256:6e8d12807d3eb5dc28d76e68c0692450cf1f73d81b112030d9b7032b07604a11

Observation 7653af14-2b82-4f4d-a856-f59bd2ecbd13 · outbound

This paper cites The Inter-Intra Modal Measure: A Predictive Lens on Fine-Tuning Outcomes in Vision-Language Models.

CHAOS: Chart Analysis with Outlier Samples The Inter-Intra Modal Measure: A Predictive Lens on Fine-Tuning Outcomes in Vision-Language Models

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:53:57.692043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:56.194788Z digest=sha256:211d67a2061850d41b77fc4c595d241008330c68765dd8d2eede7f8c66f2b7b0

Observation 1baa0e21-d5b8-4509-a18f-d29795ce609f · outbound

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

CHAOS: Chart Analysis with Outlier Samples Learning transferable visual models from natural language supervision

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T14:53:56.311424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:53:56.311424Z digest=sha256:c38e2b8f9269605a68b98c4dc9ace8cc6e89b09bbb0290c364f01ed5e78660a7

Observation f4d47f91-cb8c-489e-a173-407d3b0d93fb · outbound

This paper cites ChartSumm: A large scale benchmark for Chart to Text Summarization.

CHAOS: Chart Analysis with Outlier Samples ChartSumm: A large scale benchmark for Chart to Text Summarization

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:53:59.555302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:56.441021Z digest=sha256:4cc5e0466ed6a164a1530d10ca2a590923c6483bd91d11d1d87a1837c7ef4241

Observation 3efb9c47-1859-474c-ad4d-92cf22e6b30b · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

CHAOS: Chart Analysis with Outlier Samples Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T14:53:56.512885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:53:56.512885Z digest=sha256:856b029f14485024cf0b2ebdad37595044a6f1b3650648674c2aa3f6f9e194fe

Observation 26691fa5-801d-4d91-bdc8-d98ceaa98cd3 · outbound

This paper cites A robust system for document layout analysis using multilevel homogeneity structure.

CHAOS: Chart Analysis with Outlier Samples A robust system for document layout analysis using multilevel homogeneity structure

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:53:59.344002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:56.623465Z digest=sha256:8b50ad38b6c75f5e6da5bd317df670eadc3c77ec5d6434243a0e115fece7cb04

Observation 91656f34-a0d5-4ab1-aa26-162c91e20c03 · outbound

This paper cites Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization.

CHAOS: Chart Analysis with Outlier Samples Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T14:53:56.767411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:53:56.767411Z digest=sha256:8dca6c096f61a111e2115a3bf4fd431ef1037fdad9018fcdab498fb3b3f5a07f

Observation 0904601c-61c8-4453-9ee9-ede22784ecb0 · outbound

This paper cites Chartmoe: Mixture of expert connector for advanced chart understanding.

CHAOS: Chart Analysis with Outlier Samples Chartmoe: Mixture of expert connector for advanced chart understanding

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:53:59.156188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:56.939419Z digest=sha256:be3dc09257ef17e85b54d84a57bf0f3eac67c5b56db8e4f72842156717a6bebf

Observation c23a81ff-f206-4385-b6c7-ee8557d34728 · outbound

This paper cites Ureader: Universal ocr-free visually-situated language understanding with multimodal large language model.

CHAOS: Chart Analysis with Outlier Samples Ureader: Universal ocr-free visually-situated language understanding with multimodal large language model

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:53:58.807435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:57.075139Z digest=sha256:73b42941ef6de489f4107ff7f7ec1a60d51e372a94e3fdcfd5b68585b0ee920e

Observation 625aea95-eae7-4804-a2b1-38b842f0a53f · outbound

This paper cites Sigmoid loss for language im- age pre-training.

CHAOS: Chart Analysis with Outlier Samples Sigmoid loss for language im- age pre-training

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:53:58.533216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:57.184588Z digest=sha256:9bbab19066005c1564cb36b2f072af3b64762430a31a8c4a8e0088a99ae7a3e8

Observation 4a50e559-09ab-4f55-8005-7a00f0c8ddf9 · outbound

This paper cites TinyChart: Efficient Chart Understanding with Visual Token Merging and Program-of-Thoughts Learning.

CHAOS: Chart Analysis with Outlier Samples TinyChart: Efficient Chart Understanding with Visual Token Merging and Program-of-Thoughts Learning

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T14:53:57.244804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:53:57.244804Z digest=sha256:8e75b5f57bf0bc1fdcbeb478a4c69bce85c236f5b9e588646975332653e4c0f3

Observation ced71a80-8c0a-4396-abb6-d5b597e0d29c · outbound

This paper cites WeLayout: WeChat Layout Analysis System for the ICDAR 2023 Competition on Robust Layout Segmentation in Corporate Documents.

CHAOS: Chart Analysis with Outlier Samples WeLayout: WeChat Layout Analysis System for the ICDAR 2023 Competition on Robust Layout Segmentation in Corporate Documents

Reference 57

Resolution
malformed identifier
local_arxiv, observed 2026-08-07T14:53:57.457747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:57.279259Z digest=sha256:d74090bb02748a7fc02e6ace9ec2cde26700e8df906bf905d8c309fd468f6d9d

Observation 71b9cea8-3009-48fb-a7e1-5cdb218558e0 · outbound

This paper cites an unresolved cited work.

CHAOS: Chart Analysis with Outlier Samples Unresolved cited work

Reference 2024

Resolution
parse uncertain
raw_fallback, observed 2026-08-07T14:54:03.615982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:53:54.770878Z digest=sha256:2fa92a746dc241ec40e40920974545d4015fcd27eb23df1d39a16555b34bbacf

Pith citing papers

No inbound Pith citation observations are available.