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Paper Citation Record · LEDGER

CHAOS: Chart Analysis with Outlier Samples

As of 8 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 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:52.408203Z digest=sha256:b603fcf4aa72bbf144a1a72a119c563e042819db123a8414a3aa507d2d4f2452

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:52.466868Z digest=sha256:f5da27d757b4ce5b0fa0fb85a46879317aa3590f8ca559b9bafaec9785c69b3a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:52.825712Z digest=sha256:b355e799934d95c857eb75c86876eca6523f2e0802f3b76af58201f5c4add94c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:52.864647Z digest=sha256:51b055faff459f3857b67a2f817c5d3712b14ea29d814a7160f8dfaa3f403426

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:52.932299Z digest=sha256:562df6b73c84502d33b8e0d2c6a8553c6db1a37fc6ab53555f12f06d9fa6461d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:53.043640Z digest=sha256:6cc926cee26e38dc74b9068c400c8013abaaf255c28ff5456495bec6f8d3a752

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

Resolution
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:53.138606Z digest=sha256:9177741823244b50716b2323248f0f2394d528990b0e3c49e22ebfbcf8ca609c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:53.245152Z digest=sha256:8844809cd5b14aae53b17ec07c5af203e96ba14e1b40edbee935868425bb0795

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:53.476931Z digest=sha256:f5c7d713a841b18cab1ba5852d0818649152c6cc99d762bac658143167162e0f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:53.588037Z digest=sha256:aa233a1e1e29715b6bf85071036c3f926df82ae463b2e820163220ad3e5fddeb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:53.687130Z digest=sha256:6e7260cdcba4f278a997bf6ae830d3509b574ad5b9220be3a432e98714c0a984

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:53.955045Z digest=sha256:039fe1a906ec961ec234c891ae7958bd082b3ad6a1a0e680ab21df159f8b3cb5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:54.204256Z digest=sha256:b143cdf186cb2163efc8868a0ff34747dbc416fb0474f4891a4f4e42767a7eab

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
unresolved
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:54.416607Z digest=sha256:0533b75d1eb7c58c3dc927ae0a8df7d268b3ccb69637a9f40eb4b091b312385a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:54.505153Z digest=sha256:b5d82e21dc270d74d7bddc887220e836707e797fe1b940148b4ca607d7a26cd6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:54.589595Z digest=sha256:8c809e6d8b2b5b25cc55dc0e9d07149613980b6505a368d961d336d8ebc230a5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:54.657722Z digest=sha256:dbd14ec5b1ea93e150fd268fbdd64d790290924360e5759c7b1d8950c7638405

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:54.924479Z digest=sha256:726ad6b59a6c98f564c5921a3763ece099a3368a91eb6173ad151532ebfbe1c8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:54.999155Z digest=sha256:4bdb99052f0666d76a7e1ce75465487b215012dbc0d9dd8be8ca3b7ce011cffc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:55.138311Z digest=sha256:7a830bdf6bbb23c80dc365597efd59f8017f97ba33d70736684dd27a51d3605a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:55.175021Z digest=sha256:c27c0f4f30290dec8cf350526f87ef61802f0192c4fbc499c431c289e3cd08bf

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:55.242078Z digest=sha256:f66e5aa6813fa7b5d3daf7dda86ad306629d0dcc3e5c83318649c933d3971e8a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:55.301406Z digest=sha256:9176a1cf4ed9085704b46cd30d45e122e340e0d877f1b7dee3045d6f17189af2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:55.379947Z digest=sha256:ec0e4886a97343e04264c873883cdff8b77d738dc5a98c964ba3baf5eb4b43e8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:55.434164Z digest=sha256:c120bbd034e883eae64b3492ee619cf0363b6342f9b6599d79a360ddb3e30e4b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:55.483801Z digest=sha256:0b0c86c5c3b0e01af1d6bf68c7bde4a8d7fadb4a8efc20c0cae6f28d3a4c638e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:55.544837Z digest=sha256:57889df2576917b902ea13fe9ac0a9bd58c117cf45023bd81d9e2f84a9f8a416

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:55.740642Z digest=sha256:0e401b648833d1e2570b212902d3ab1af26d34e0414055f5569de5ae4961b27b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:55.829257Z digest=sha256:8368098a0d962a241542c1a4dd42eb35c421f2c713614e1b679c38f34e290769

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:55.914751Z digest=sha256:e3e625b4933492bbe4820f09dae560be5d171f26086d0edeb7ad74bfe790ac38

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:56.026255Z digest=sha256:ea4eefcb950cc44674e3dd8ba82a3d3e824b3799cc121ee0aa4e231485043c36

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:56.076039Z digest=sha256:7562f5bb32e32f98e398000884330ae5a0dab67f77f0d702be5db4bea87abd6f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:56.194788Z digest=sha256:db078947f4f493583feea37878340598a5f583f9caa0570db4d3f84c178ea88f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:56.441021Z digest=sha256:187dcf41d0f00f88b4ccc8143454e282248cba89578a66fbd1c062e7871e798f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:56.623465Z digest=sha256:6bb91c4802f8eec4621fc9eca6bf7119a3aa62eb92575fd6c77629a451eb704e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:56.939419Z digest=sha256:abe20c645faef45e2b3417a665e3edc30c7ab9fe035405f3e6a36ddebce7ca3a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:57.075139Z digest=sha256:26f11bd186e3594b5945992fe6c065168b0c006209e016ed873e33631c90b354

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:57.184588Z digest=sha256:270219ee4178697be16bf096084f318224a29f36b13b0fbe8676ca9844228188

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:57.279259Z digest=sha256:6d6da3bd13c5882976b3d4af0feb72b2cf824049de188dbe3ebfd601b4978b4b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:54.770878Z digest=sha256:773bca00aaccb2d0d269f7c61a70826772a94309e28e3f264793ca8c2e63568c

Pith citing papers

No inbound Pith citation observations are available.