Paper Citation Record · LEDGER

CHAOS: Chart Analysis with Outlier Samples

As of 19 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 2 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 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T15:06:27.161659Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-14T18:16:19.847625Z

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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.

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.

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.

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.

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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.

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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 2026-08-19T06:32:44.657259+00:00.

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.

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 2026-08-19T06:32:44.657259+00:00.

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.

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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.

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.

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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.

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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.

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.

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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.

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 2026-08-19T06:32:44.657259+00:00.

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.

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 2026-08-19T06:32:44.657259+00:00.

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.

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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.

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation fa977e31-f916-4750-ab89-7aadde797d78 · inbound

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures cites this paper.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures CHAOS: Chart Analysis with Outlier Samples

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-14T15:06:27.543437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ab6ebd4b-1e6c-4195-b62c-e8753c1b0126 · inbound

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures cites this paper.

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures CHAOS: Chart Analysis with Outlier Samples

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-14T15:06:27.161659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.