ChartCap: Mitigating Hallucination of Dense Chart Captioning | Paper Citation Record

Observation e7954c24-1af7-4d41-a2fd-8fbd558fe88f · outbound

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Chartcheck: Explainable fact-checking over real-world chart images

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Estimation of the timing of human visual perception from magnetoen- cephalography

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Introducing Claude 3.5 Sonnet, 2024

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ChartCap: Mitigating Hallucination of Dense Chart Captioning METEOR: An auto- matic metric for MT evaluation with improved correlation with human judgments

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Hartmann

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Infor- mation graphics: an untapped resource for digital libraries

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This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

ChartCap: Mitigating Hallucination of Dense Chart Captioning Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

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ChartCap: Mitigating Hallucination of Dense Chart Captioning The elements of graphing data

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Imagenet: A large-scale hierarchical image database

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Detecting and preventing hallucinations in large vision language models

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ChartCap: Mitigating Hallucination of Dense Chart Captioning ChartLlama: A Multimodal LLM for Chart Understanding and Generation

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ChartCap: Mitigating Hallucination of Dense Chart Captioning CLIPScore: A reference-free evaluation metric for image captioning

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This paper cites SciCap: Generating captions for scientific figures.

ChartCap: Mitigating Hallucination of Dense Chart Captioning SciCap: Generating captions for scientific figures

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This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen- Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen.

ChartCap: Mitigating Hallucination of Dense Chart Captioning Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen- Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

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ChartCap: Mitigating Hallucination of Dense Chart Captioning CIEM: Contrastive Instruction Evaluation Method for Better Instruction Tuning

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Hallucination augmented contrastive learn- ing for multimodal large language model

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ChartCap: Mitigating Hallucination of Dense Chart Captioning SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

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

ChartCap: Mitigating Hallucination of Dense Chart Captioning Chart-to-text: A large-scale benchmark for chart summariza- tion

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This paper cites Answering questions about charts and generating visual ex- planations.

ChartCap: Mitigating Hallucination of Dense Chart Captioning Answering questions about charts and generating visual ex- planations

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This paper cites Evaluating the factual consistency of ab- stractive text summarization.

ChartCap: Mitigating Hallucination of Dense Chart Captioning Evaluating the factual consistency of ab- stractive text summarization

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This paper cites Why a diagram is (some- times) worth ten thousand words.

ChartCap: Mitigating Hallucination of Dense Chart Captioning Why a diagram is (some- times) worth ten thousand words

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Vlat: Development of a visualization literacy assessment test

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models

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This paper cites Evaluating object hallucination in large vision- language models.

ChartCap: Mitigating Hallucination of Dense Chart Captioning Evaluating object hallucination in large vision- language models

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ChartCap: Mitigating Hallucination of Dense Chart Captioning ROUGE: A package for automatic evaluation of summaries

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Microsoft coco: Common objects in context

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Mitigating hallucination in large multi-modal models via robust instruction tuning

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ChartCap: Mitigating Hallucination of Dense Chart Captioning MMC: Advancing multimodal chart understanding with large-scale instruction tuning

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Improved baselines with visual instruction tuning

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Misinformed by visualization: What do we learn from misinformative visualizations? In Computer Graphics Forum , pages 515–525

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Accessible visual- ization via natural language descriptions: A four-level model of semantic content

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ChartCap: Mitigating Hallucination of Dense Chart Captioning ChartQA: A benchmark for question answering about charts with visual and logical reasoning

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ChartCap: Mitigating Hallucination of Dense Chart Captioning UniChart: A universal vision- language pretrained model for chart comprehension and rea- soning

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ChartCap: Mitigating Hallucination of Dense Chart Captioning ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning

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ChartCap: Mitigating Hallucination of Dense Chart Captioning ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild

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ChartCap: Mitigating Hallucination of Dense Chart Captioning On faithfulness and factuality in abstractive sum- marization

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ChartCap: Mitigating Hallucination of Dense Chart Captioning ChartAssisstant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Visualization analysis and design

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Clip-dpo: Vision-language models as a source of preference for fixing hallucinations in lvlms

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ChartCap: Mitigating Hallucination of Dense Chart Captioning PaddleOCR Documentation, 2024

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ChartCap: Mitigating Hallucination of Dense Chart Captioning The persuasive power of data visualization

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Bleu: a method for automatic evaluation of machine translation

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Text2Chart31: Instruction tuning for chart generation with automatic feedback

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ChartCap: Mitigating Hallucination of Dense Chart Captioning The communicative function of ambiguity in language

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Plummer, Liwei Wang, Chris M

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ChartCap: Mitigating Hallucination of Dense Chart Captioning A call for clarity in reporting BLEU scores

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Learning transferable visual models from natural language supervision

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ChartCap: Mitigating Hallucination of Dense Chart Captioning ChartSumm: A Comprehensive Benchmark for Automatic Chart Summarization of Long and Short Summaries

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Object hallucination in image cap- tioning

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Striking a balance: Reader takeaways and preferences when integrating text and charts

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Aligning Large Multimodal Models with Factually Augmented RLHF

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Vis- Text: A benchmark for semantically rich chart captioning

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Thapliyal, Jordi Pont Tuset, Xi Chen, and Radu Soricut

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ChartCap: Mitigating Hallucination of Dense Chart Captioning SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

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ChartCap: Mitigating Hallucination of Dense Chart Captioning Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

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ChartCap: Mitigating Hallucination of Dense Chart Captioning CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs

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Observation 9df2aaa9-6feb-4585-911f-e7ac5e13e241 · outbound

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ChartCap: Mitigating Hallucination of Dense Chart Captioning ChartBench: A Benchmark for Complex Visual Reasoning in Charts

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Observation 1710e81e-9e02-4371-9918-9375bb788182 · outbound

This paper cites Rlhf-v: Towards trustworthy mllms via behavior alignment from fine-grained correctional hu- man feedback.

ChartCap: Mitigating Hallucination of Dense Chart Captioning Rlhf-v: Towards trustworthy mllms via behavior alignment from fine-grained correctional hu- man feedback

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T04:43:40.613918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54d4f2e3-e4aa-467b-a3d3-27df654e65cc · outbound

This paper cites Ad- vancing multimodal large language models in chart question answering with visualization-referenced instruction tuning.

ChartCap: Mitigating Hallucination of Dense Chart Captioning Ad- vancing multimodal large language models in chart question answering with visualization-referenced instruction tuning

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-06T04:43:40.738383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11494dc0-0ca3-4bf5-a14d-645c0131f08b · outbound

This paper cites Wein- berger, and Yoav Artzi.

ChartCap: Mitigating Hallucination of Dense Chart Captioning Wein- berger, and Yoav Artzi

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-06T04:43:40.881413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 592acf70-5d4f-46d9-b348-15a318b04762 · outbound

This paper cites Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization.

ChartCap: Mitigating Hallucination of Dense Chart Captioning Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-06T04:43:40.968010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 707fd5a9-1368-43ae-800d-a3610d4b28d8 · outbound

This paper cites an unresolved cited work.

ChartCap: Mitigating Hallucination of Dense Chart Captioning Unresolved cited work

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-06T04:43:41.041668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6851ec74-728f-40d5-8435-6603e0be1633 · outbound

This paper cites Retrieve Value.

ChartCap: Mitigating Hallucination of Dense Chart Captioning Retrieve Value

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:43:43.217567Z

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.

Observation ade44e18-e894-472f-9e95-420d8c6e8cee · outbound

This paper cites If the caption is incorrect, it produces faulty code leading to a mismatched image, which is identified and removed.

ChartCap: Mitigating Hallucination of Dense Chart Captioning If the caption is incorrect, it produces faulty code leading to a mismatched image, which is identified and removed

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-06T04:43:41.288699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cf4fce4-3acb-4dfa-9001-9e2d51d3c7d0 · outbound

This paper cites If the caption lacks sufficient detail, an over- simplified chart is generated and subsequently filtered out.

ChartCap: Mitigating Hallucination of Dense Chart Captioning If the caption lacks sufficient detail, an over- simplified chart is generated and subsequently filtered out

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-06T04:43:41.371859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d87d0160-90eb-4bb4-8336-2dc0ad5d6ad0 · outbound

This paper cites Even if the caption is accurate, errors in code generation or execution can result in a failed recon- struction, leading the sample to be excluded.

ChartCap: Mitigating Hallucination of Dense Chart Captioning Even if the caption is accurate, errors in code generation or execution can result in a failed recon- struction, leading the sample to be excluded

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-06T04:43:41.477649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a70d9eb8-1ffa-451a-a5bd-9a224b0281d3 · outbound

This paper cites bar”, “line.

ChartCap: Mitigating Hallucination of Dense Chart Captioning bar”, “line

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:43:43.004640Z

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.

Observation 4a21f4cf-ccac-44cb-9677-c6f294d10d06 · outbound

This paper cites an unresolved cited work.

ChartCap: Mitigating Hallucination of Dense Chart Captioning Unresolved cited work

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-06T04:43:41.804953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b477bb0c-3663-4d75-abbf-f26fb25c05e3 · outbound

This paper cites an unresolved cited work.

ChartCap: Mitigating Hallucination of Dense Chart Captioning Unresolved cited work

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-06T04:43:41.923638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e53b13de-ac73-4a3d-a66b-8fe87090647b · outbound

This paper cites SIRLC" represented by ared lineand red shaded area,.

ChartCap: Mitigating Hallucination of Dense Chart Captioning SIRLC" represented by ared lineand red shaded area,

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:43:42.679720Z

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.

Observation 8fde9ad1-160e-4c1e-8e57-937fef5f8d60 · outbound

This paper cites an unresolved cited work.

ChartCap: Mitigating Hallucination of Dense Chart Captioning Unresolved cited work

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-06T04:43:39.230194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6eaacb05-ca2c-4dc8-ad0c-6bf40f99262c · outbound

This paper cites an unresolved cited work.

ChartCap: Mitigating Hallucination of Dense Chart Captioning Unresolved cited work

Reference 2649

Resolution: unresolved; no resolver link, observed 2026-08-06T04:43:38.936612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers