Infinity-Parser2 Technical Report | Paper Citation Record

Observation a5f84112-a861-4163-80f5-bffd6f2b7a51 · outbound

This paper cites MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing.

Infinity-Parser2 Technical Report MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing

Reference 1

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Observation b92a1733-0bb3-4a9c-b5c1-46ac6c1aa184 · outbound

This paper cites Paddleocr-vl: Boosting multilingual document parsing via a 0.9 b ultra-compact vision-language model.arXiv preprint arXiv:2510.14528, 2025.

Infinity-Parser2 Technical Report Paddleocr-vl: Boosting multilingual document parsing via a 0.9 b ultra-compact vision-language model.arXiv preprint arXiv:2510.14528, 2025

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:48.900506Z

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Observation 9c457c94-a0c1-4383-ab34-061c5f6e8b67 · outbound

This paper cites DeepSeek-OCR: Contexts Optical Compression.

Infinity-Parser2 Technical Report DeepSeek-OCR: Contexts Optical Compression

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:48.944742Z

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Observation 02d004b2-5bbd-4cb0-996e-b60f89f60d96 · outbound

This paper cites Infinity parser: Layout aware reinforcement learning for scanned document parsing.arXiv preprint arXiv:2506.03197, 2025.

Infinity-Parser2 Technical Report Infinity parser: Layout aware reinforcement learning for scanned document parsing.arXiv preprint arXiv:2506.03197, 2025

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:49.035787Z

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Observation 769c8a12-4663-495d-9dd2-ed2851fc016a · outbound

This paper cites Logics-parsing technical report.arXiv preprint arXiv:2509.19760, 2025.

Infinity-Parser2 Technical Report Logics-parsing technical report.arXiv preprint arXiv:2509.19760, 2025

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:49.112188Z

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Observation ef713525-0ace-4bd8-b40b-5b82952c4da6 · outbound

This paper cites olmocr 2: Unit test rewards for document ocr.arXiv preprint arXiv:2510.19817, 2025.

Infinity-Parser2 Technical Report olmocr 2: Unit test rewards for document ocr.arXiv preprint arXiv:2510.19817, 2025

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:49.239885Z

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Observation d42566a5-4d8e-495f-a82d-553505f39255 · outbound

This paper cites dots.ocr: Multilingual document layout parsing in a single vision-language model.

Infinity-Parser2 Technical Report dots.ocr: Multilingual document layout parsing in a single vision-language model

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:49.284104Z

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Observation 1c2fb3ff-a484-4085-ab35-9e8dd7133e30 · outbound

This paper cites Multimodal ocr: Parse anything from documents, 2026.

Infinity-Parser2 Technical Report Multimodal ocr: Parse anything from documents, 2026

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:49.400359Z

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Observation 4c4fe5e7-0b56-4e96-887e-b4af984af090 · outbound

This paper cites Deepseek-ocr 2: Visual causal flow.arXiv preprint arXiv:2601.20552, 2026.

Infinity-Parser2 Technical Report Deepseek-ocr 2: Visual causal flow.arXiv preprint arXiv:2601.20552, 2026

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:49.454268Z

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Observation af5e3f2b-eb23-440f-9eb2-1a0dbd8cae21 · outbound

This paper cites Table2latex-rl: High-fidelity latex code generation from table images via reinforced multimodal language models.arXiv preprint arXiv:2509.17589, 2025.

Infinity-Parser2 Technical Report Table2latex-rl: High-fidelity latex code generation from table images via reinforced multimodal language models.arXiv preprint arXiv:2509.17589, 2025

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:49.597847Z

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Observation a7a470e2-167f-47d6-bd9f-c463aee03173 · outbound

This paper cites TextDiffuser: Diffusion models as text painters.

Infinity-Parser2 Technical Report TextDiffuser: Diffusion models as text painters

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:49.687363Z

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Observation 26565d77-03a6-429b-a1a7-07cd1c3194b9 · outbound

This paper cites AnyText: Multilingual visual text generation and editing.

Infinity-Parser2 Technical Report AnyText: Multilingual visual text generation and editing

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:49.761509Z

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Observation 4ba53646-476a-4ba3-9912-de9c1aef1530 · outbound

This paper cites TableFormer: Table structure understanding with transformers.

Infinity-Parser2 Technical Report TableFormer: Table structure understanding with transformers

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:49.803445Z

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Observation bfb25b90-e5fd-45f9-a154-849c71335ee2 · outbound

This paper cites Scaling text-rich image understanding via code-guided synthetic multimodal data generation.

Infinity-Parser2 Technical Report Scaling text-rich image understanding via code-guided synthetic multimodal data generation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:49.809178Z

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Observation 5c682424-8138-4638-8428-c585f75201a9 · outbound

This paper cites DECIMER: Towards deep learning for chemical image recognition.Journal of Cheminformatics, 12(1):65, 2020.

Infinity-Parser2 Technical Report DECIMER: Towards deep learning for chemical image recognition.Journal of Cheminformatics, 12(1):65, 2020

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:49.882315Z

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Observation 4e10354b-5cd7-4e35-8493-f9aea5357628 · outbound

This paper cites Nougat: Neural optical understanding for academic documents.

Infinity-Parser2 Technical Report Nougat: Neural optical understanding for academic documents

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:49.944744Z

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Observation 9cbf145c-7833-4fa9-b577-249e3ab1fce5 · outbound

This paper cites Vary: Scaling up the vision vocabulary for large vision-language models.

Infinity-Parser2 Technical Report Vary: Scaling up the vision vocabulary for large vision-language models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:50.087121Z

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Observation f18ff8ec-7831-40db-ae23-2ad982425d76 · outbound

This paper cites Wikimedia downloads.

Infinity-Parser2 Technical Report Wikimedia downloads

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:50.205375Z

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Observation b813af79-cfc4-4737-b96d-d3d64d555558 · outbound

This paper cites Image-based table recognition: Data, model, and evaluation.

Infinity-Parser2 Technical Report Image-based table recognition: Data, model, and evaluation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:50.299471Z

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Observation 376bbc96-f719-4cee-b2de-ff8d44b5118d · outbound

This paper cites Ng, Bo Pang, Piyush Sharma, and Radu Soricut.

Infinity-Parser2 Technical Report Ng, Bo Pang, Piyush Sharma, and Radu Soricut

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:50.507465Z

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Observation 825c06cb-329a-4e70-9ba0-a2081c3f171b · outbound

This paper cites M 6doc: A large-scale multi-format, multi-type, multi-layout, multi-language, multi-annotation category dataset for modern document layout analysis, 2023.

Infinity-Parser2 Technical Report M 6doc: A large-scale multi-format, multi-type, multi-layout, multi-language, multi-annotation category dataset for modern document layout analysis, 2023

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:50.596043Z

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Observation 1aab6c8f-758a-4247-ade1-69812b581af2 · outbound

This paper cites Global table extractor (GTE): A framework for joint table identification and cell structure recognition using visual context.

Infinity-Parser2 Technical Report Global table extractor (GTE): A framework for joint table identification and cell structure recognition using visual context

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:50.708674Z

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Observation b8e5a631-902c-4c0f-af2d-14a307a679d9 · outbound

This paper cites Multimodal table understanding.

Infinity-Parser2 Technical Report Multimodal table understanding

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:50.802587Z

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Observation 1527df3a-0ebc-442f-b656-d961e5de46be · outbound

This paper cites an unresolved cited work.

Infinity-Parser2 Technical Report Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:50.895120Z

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Observation 5b9898ed-61f2-4221-99d0-ee86a76909b5 · outbound

This paper cites When counting meets HMER: Counting-aware network for handwritten mathematical expression recognition.

Infinity-Parser2 Technical Report When counting meets HMER: Counting-aware network for handwritten mathematical expression recognition

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:50.960982Z

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Observation bf39035f-48d3-476b-80da-032e02b660f5 · outbound

This paper cites ICDAR 2019 CROHME + TFD: Competition on recognition of handwritten mathematical expressions and typeset formula detection.

Infinity-Parser2 Technical Report ICDAR 2019 CROHME + TFD: Competition on recognition of handwritten mathematical expressions and typeset formula detection

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:51.033891Z

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Observation d05a59fd-9bda-4d44-9ebf-44b48fa6f847 · outbound

This paper cites ChartAssistant: A universal chart multimodal language model via chart-to-table pre-training and multitask instruction tuning.

Infinity-Parser2 Technical Report ChartAssistant: A universal chart multimodal language model via chart-to-table pre-training and multitask instruction tuning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:51.133598Z

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Observation 95ecdb53-6290-48e0-a399-1928b49f25e3 · outbound

This paper cites ChartMoE: Mixture of diversely aligned expert connector for chart understanding.

Infinity-Parser2 Technical Report ChartMoE: Mixture of diversely aligned expert connector for chart understanding

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:51.224748Z

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Observation 2b8db912-8e94-4247-8d53-73e470580c3a · outbound

This paper cites UniChart: A universal vision- language pretrained model for chart comprehension and reasoning.

Infinity-Parser2 Technical Report UniChart: A universal vision- language pretrained model for chart comprehension and reasoning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:51.319662Z

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Observation 1aba5c5b-c889-403f-853c-51f8201b4876 · outbound

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

Infinity-Parser2 Technical Report ChartQA: A benchmark for question answering about charts with visual and logical reasoning

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:51.406773Z

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Observation c04f9d49-9beb-4f36-8a4e-ddabc1f80ae4 · outbound

This paper cites ChartGen: Scaling Chart Understanding Via Code-Guided Synthetic Chart Generation.

Infinity-Parser2 Technical Report ChartGen: Scaling Chart Understanding Via Code-Guided Synthetic Chart Generation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:51.481676Z

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Observation e90c8e83-2546-4a8b-ae44-27b3bfcbd8fd · outbound

This paper cites ChartCoder: Advancing multimodal large language model for chart-to-code generation.

Infinity-Parser2 Technical Report ChartCoder: Advancing multimodal large language model for chart-to-code generation

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:51.554625Z

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Observation d0120624-4c68-494f-a9e3-bd04acb817b6 · outbound

This paper cites an unresolved cited work.

Infinity-Parser2 Technical Report Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:51.614043Z

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Observation d786d410-5b4c-4ee3-8a3f-c83a1e020f72 · outbound

This paper cites A diagram is worth a dozen images.

Infinity-Parser2 Technical Report A diagram is worth a dozen images

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:51.729331Z

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Observation ccfee072-f5e6-40a4-be92-bdac0ad074c8 · outbound

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

Infinity-Parser2 Technical Report mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:51.775355Z

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Observation 1dfc6d72-6b3e-4dca-8a3b-a36548208d77 · outbound

This paper cites an unresolved cited work.

Infinity-Parser2 Technical Report Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:51.838485Z

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Observation ad93cb68-645a-43e9-9856-7dcc29fdd42b · outbound

This paper cites Exploring the Capabilities of Large Multimodal Models on Dense Text.

Infinity-Parser2 Technical Report Exploring the Capabilities of Large Multimodal Models on Dense Text

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:51.928959Z

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Observation e5ead889-8c83-45b2-ba1a-b9fc1ea623bc · outbound

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

Infinity-Parser2 Technical Report TinyChart: Efficient Chart Understanding with Visual Token Merging and Program-of-Thoughts Learning

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:51.996346Z

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Observation 2629515c-ad97-4284-935c-6615ba2db859 · outbound

This paper cites LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models.

Infinity-Parser2 Technical Report LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:52.063259Z

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Observation b783538e-ffee-45f4-8c6a-5b6ed2bab9a4 · outbound

This paper cites Improved baselines with visual instruction tuning.

Infinity-Parser2 Technical Report Improved baselines with visual instruction tuning

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:52.116163Z

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Observation 0e80cc05-cf67-4493-aff6-3ae0be19de1a · outbound

This paper cites ShareGPT4V: Improving large multi-modal models with better captions.

Infinity-Parser2 Technical Report ShareGPT4V: Improving large multi-modal models with better captions

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:52.157611Z

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Observation 10aa3285-e0ba-471e-85df-bc8cff2fc6cd · outbound

This paper cites ShareGPT-4o.

Infinity-Parser2 Technical Report ShareGPT-4o

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:52.202706Z

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Observation 12ccc19d-c764-4ea9-bd5d-335333b154c4 · outbound

This paper cites CogVLM: Visual expert for pretrained language models.

Infinity-Parser2 Technical Report CogVLM: Visual expert for pretrained language models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:52.240070Z

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Observation d9ce6021-0736-4b19-8f31-9f19cda1160a · outbound

This paper cites ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models.

Infinity-Parser2 Technical Report ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:52.279708Z

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Observation 011eca1f-ffd9-45a6-a8a8-4b041fdf3c3c · outbound

This paper cites To See is to Believe: Prompting GPT-4V for Better Visual Instruction Tuning.

Infinity-Parser2 Technical Report To See is to Believe: Prompting GPT-4V for Better Visual Instruction Tuning

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:52.315630Z

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Observation b07ad7f5-0ad2-4844-a0ac-eabc81317d56 · outbound

This paper cites Towards VQA models that can read.

Infinity-Parser2 Technical Report Towards VQA models that can read

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:52.360782Z

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Observation c7794020-2113-4573-a2f7-5da36894be3d · outbound

This paper cites OCR-VQA: Visual question answering by reading text in images.

Infinity-Parser2 Technical Report OCR-VQA: Visual question answering by reading text in images

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:52.398275Z

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Observation fa405e1f-bcb4-4be4-8eaf-0a87a4818e4a · outbound

This paper cites The chemistry development kit (CDK): An open-source java library for chemo- and bioinformatics.Journal of Chemical Information and Computer Sciences, 43(2):493–500, 2003.

Infinity-Parser2 Technical Report The chemistry development kit (CDK): An open-source java library for chemo- and bioinformatics.Journal of Chemical Information and Computer Sciences, 43(2):493–500, 2003

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:52.438268Z

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Observation a8348539-660b-448b-b36e-146e5e35a7f4 · outbound

This paper cites RDKit: Open-source cheminformatics.https://www.rdkit.org.

Infinity-Parser2 Technical Report RDKit: Open-source cheminformatics.https://www.rdkit.org

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:52.488522Z

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Observation e77223bc-d455-4ceb-9518-0d7daa587dac · outbound

This paper cites OpenChemLib: Open source java-based chemistry library.

Infinity-Parser2 Technical Report OpenChemLib: Open source java-based chemistry library

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:52.564578Z

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Observation 504ee0d7-0252-49c1-b1ac-3ead921725a9 · outbound

This paper cites Indigo toolkit: Universal cheminformatics toolkit, utilities and database search tools.

Infinity-Parser2 Technical Report Indigo toolkit: Universal cheminformatics toolkit, utilities and database search tools

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:52.615993Z

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Observation ffa46b08-3601-4ab3-b495-da1cfe49cc46 · outbound

This paper cites Qwen3.5: Towards native multimodal agents, February 2026.

Infinity-Parser2 Technical Report Qwen3.5: Towards native multimodal agents, February 2026

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:52.658535Z

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Observation 65e15ab1-4539-4a0e-9991-2369ff0e50a6 · outbound

This paper cites Encoder-decoder with atrous separable convolution for semantic image segmentation.

Infinity-Parser2 Technical Report Encoder-decoder with atrous separable convolution for semantic image segmentation

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:52.714590Z

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Observation 538063f1-6ed0-48fc-97d5-fe3c87e54db6 · outbound

This paper cites Image-based table recognition: data, model, and evaluation.

Infinity-Parser2 Technical Report Image-based table recognition: data, model, and evaluation

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:52.769367Z

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Observation afcb64bd-06fa-47ef-b649-dc9db64a48f0 · outbound

This paper cites Image over text: Transforming formula recognition evaluation with character detection matching, 2025.

Infinity-Parser2 Technical Report Image over text: Transforming formula recognition evaluation with character detection matching, 2025

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:52.867253Z

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Observation e5514488-a1bd-4f85-9a9e-5c3499e4b0be · outbound

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

Infinity-Parser2 Technical Report Deplot: One-shot visual language reasoning by plot-to-table translation

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:52.915959Z

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Observation aea5c4e4-13fe-44be-be0c-0f38133861f2 · outbound

This paper cites StructChart: On the Schema, Metric, and Augmentation for Visual Chart Understanding.

Infinity-Parser2 Technical Report StructChart: On the Schema, Metric, and Augmentation for Visual Chart Understanding

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:52.986372Z

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Observation 301fa0e3-bfc0-4f31-9167-9889fed8898c · outbound

This paper cites An elementary mathematical theory of classification and prediction.

Infinity-Parser2 Technical Report An elementary mathematical theory of classification and prediction

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:53.044747Z

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Observation add42f55-6ddf-46b0-b119-8f9e7b2a6de9 · outbound

This paper cites an unresolved cited work.

Infinity-Parser2 Technical Report Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:53.094199Z

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Observation f17370a9-cbfa-463d-b74c-2be39d203fe3 · outbound

This paper cites Megatron-lm: Training multi-billion parameter language models using model parallelism, 2020.

Infinity-Parser2 Technical Report Megatron-lm: Training multi-billion parameter language models using model parallelism, 2020

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:53.147939Z

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Observation 0a0a52d0-9145-441b-9711-0ed33ab1aee8 · outbound

This paper cites Swift: a scalable lightweight infrastructure for fine-tuning.

Infinity-Parser2 Technical Report Swift: a scalable lightweight infrastructure for fine-tuning

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:53.217094Z

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Observation 2e703484-e9f0-433f-b581-53e27c56c23d · outbound

This paper cites Hybridflow: A flexible and efficient rlhf framework.

Infinity-Parser2 Technical Report Hybridflow: A flexible and efficient rlhf framework

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:53.340293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1da8f40d-5770-485d-88d6-17fd127d5d6a · outbound

This paper cites Lmms-eval: Reality check on the evaluation of large multimodal models.

Infinity-Parser2 Technical Report Lmms-eval: Reality check on the evaluation of large multimodal models

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:53.477906Z

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Observation 812e564a-8f70-42b5-a3de-b032c5b18227 · outbound

This paper cites olmocr: Unlocking trillions of tokens in pdfs with vision language models.

Infinity-Parser2 Technical Report olmocr: Unlocking trillions of tokens in pdfs with vision language models

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:53.510981Z

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Observation b3308e03-7e9d-41ad-bbfb-905b5ee58623 · outbound

This paper cites Acosta, Preston Carlson, Sacha Bron, Pierre-Loïc Doulcet, Daniel B.

Infinity-Parser2 Technical Report Acosta, Preston Carlson, Sacha Bron, Pierre-Loïc Doulcet, Daniel B

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:53.587500Z

Source-reported events for the cited work

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Observation df06e98b-d709-4761-8b9b-ef716b2ecb43 · outbound

This paper cites Omnidocbench: Benchmarking diverse pdf document parsing with comprehensive annotations.

Infinity-Parser2 Technical Report Omnidocbench: Benchmarking diverse pdf document parsing with comprehensive annotations

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:53.626442Z

Source-reported events for the cited work

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Observation eb81fc1a-d8a1-47ca-b7d1-03ee674fac55 · outbound

This paper cites Marker: Convert pdf to markdown and json quickly with high accuracy.

Infinity-Parser2 Technical Report Marker: Convert pdf to markdown and json quickly with high accuracy

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:53.691843Z

Source-reported events for the cited work

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Observation 4a0924b4-caa7-4e68-9436-7c5f3928a4e8 · outbound

This paper cites Nanonets-ocr-s: An image-to-markdown ocr model.

Infinity-Parser2 Technical Report Nanonets-ocr-s: An image-to-markdown ocr model

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:53.774465Z

Source-reported events for the cited work

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Observation 9895c7c5-255b-4b13-957b-e2bc3ea7dd8b · outbound

This paper cites LightOnOCR: A 1B End-to-End Multilingual Vision-Language Model for State-of-the-Art OCR.

Infinity-Parser2 Technical Report LightOnOCR: A 1B End-to-End Multilingual Vision-Language Model for State-of-the-Art OCR

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:53.874751Z

Source-reported events for the cited work

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Observation 03c04587-06d3-44a6-9cd0-2d1258f03519 · outbound

This paper cites Qwen2.5-VL Technical Report.

Infinity-Parser2 Technical Report Qwen2.5-VL Technical Report

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:53.973894Z

Source-reported events for the cited work

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Observation abfa2d63-5a64-491d-93ac-7fbbab150dd2 · outbound

This paper cites Chandra-ocr-2.https://huggingface.co/datalab-to/chandra-ocr-2, 2026.

Infinity-Parser2 Technical Report Chandra-ocr-2.https://huggingface.co/datalab-to/chandra-ocr-2, 2026

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:54.024861Z

Source-reported events for the cited work

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Observation e7379dd1-d231-467a-a6f3-5daa7cab0f97 · outbound

This paper cites Glm-ocr technical report.arXiv preprint arXiv:2603.10910, 2026.

Infinity-Parser2 Technical Report Glm-ocr technical report.arXiv preprint arXiv:2603.10910, 2026

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:54.114739Z

Source-reported events for the cited work

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Observation c405b1b9-e12d-4204-89f4-c63944cc6ff0 · outbound

This paper cites Doclaynet: A large human- annotated dataset for document-layout segmentation.

Infinity-Parser2 Technical Report Doclaynet: A large human- annotated dataset for document-layout segmentation

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:54.265820Z

Source-reported events for the cited work

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Observation 6e4feeae-7e26-4861-9e10-97fadf6ff61d · outbound

This paper cites Vision grid transformer for document layout analysis.

Infinity-Parser2 Technical Report Vision grid transformer for document layout analysis

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:54.422999Z

Source-reported events for the cited work

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Observation 9fa07e07-e9c1-4678-a1a6-22b7b48559f7 · outbound

This paper cites Pp-doclayoutv2: A document layout detection model.

Infinity-Parser2 Technical Report Pp-doclayoutv2: A document layout detection model

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:54.503181Z

Source-reported events for the cited work

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Observation b66f38f8-ac0d-4f71-b283-56463dea3af9 · outbound

This paper cites Pp-doclayoutv3: A document layout detection model.

Infinity-Parser2 Technical Report Pp-doclayoutv3: A document layout detection model

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:54.670630Z

Source-reported events for the cited work

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Observation ad9fa08b-1784-44c7-b3a7-9582a952a4db · outbound

This paper cites DocLayout-YOLO: Enhancing Document Layout Analysis through Diverse Synthetic Data and Global-to-Local Adaptive Perception.

Infinity-Parser2 Technical Report DocLayout-YOLO: Enhancing Document Layout Analysis through Diverse Synthetic Data and Global-to-Local Adaptive Perception

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:54.797396Z

Source-reported events for the cited work

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Observation 20e2097e-e6e7-4e70-9273-3ccea8a21e0c · outbound

This paper cites Global table extractor (gte): A framework for joint table identification and cell structure recognition using visual context.

Infinity-Parser2 Technical Report Global table extractor (gte): A framework for joint table identification and cell structure recognition using visual context

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:54.974045Z

Source-reported events for the cited work

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Observation 163f3cae-0670-404b-b9ee-7033befa98be · outbound

This paper cites UniMERNet: A Universal Network for Real-World Mathematical Expression Recognition.

Infinity-Parser2 Technical Report UniMERNet: A Universal Network for Real-World Mathematical Expression Recognition

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:55.056173Z

Source-reported events for the cited work

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Observation 308bca7c-2e09-4f22-ae47-1c2134f8e6dd · outbound

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

Infinity-Parser2 Technical Report Chart-to-text: A large-scale benchmark for chart summarization

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:55.087076Z

Source-reported events for the cited work

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Observation 76d65114-d923-4764-867a-d32fe39363fb · outbound

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

Infinity-Parser2 Technical Report Chartqa: A benchmark for question answering about charts with visual and logical reasoning

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:55.153880Z

Source-reported events for the cited work

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Observation 79a7655e-969c-4e7b-9e05-157d80003703 · outbound

This paper cites Onechart: Purify the chart structural extraction via one auxiliary token.

Infinity-Parser2 Technical Report Onechart: Purify the chart structural extraction via one auxiliary token

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:55.225928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 961ba6fd-e48f-4865-a3a7-01eaab408e4e · outbound

This paper cites Ocrverse: Towards holistic ocr.https://github.com/DocTron-hub/OCRVerse, 2025.

Infinity-Parser2 Technical Report Ocrverse: Towards holistic ocr.https://github.com/DocTron-hub/OCRVerse, 2025

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:55.291152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21b82355-d4d5-46e8-b12f-915614d3fe04 · outbound

This paper cites Img2mol–accurate smiles recognition from molecular graphical depictions.Chemical Science, 12(42):14174–14181, 2021.

Infinity-Parser2 Technical Report Img2mol–accurate smiles recognition from molecular graphical depictions.Chemical Science, 12(42):14174–14181, 2021

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:55.396124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 284851e7-d777-4168-ae4b-f8f8f96921dd · outbound

This paper cites A diagram is worth a dozen images.

Infinity-Parser2 Technical Report A diagram is worth a dozen images

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:55.461116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcd39d97-56de-4b84-b259-d4989bc8cabf · outbound

This paper cites MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts.

Infinity-Parser2 Technical Report MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:55.589854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a748d03-fce0-4ba1-bb8a-ed7494564f5f · outbound

This paper cites Mmbench: Is your multi-modal model an all-around player? InEuropean conference on computer vision, pages 216–233.

Infinity-Parser2 Technical Report Mmbench: Is your multi-modal model an all-around player? InEuropean conference on computer vision, pages 216–233

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:55.750451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf15fbdf-1b43-4042-9b5e-aa53b88f84ff · outbound

This paper cites Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi.

Infinity-Parser2 Technical Report Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:55.792033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30c35535-f1e0-49c1-b563-f1478bd9207e · outbound

This paper cites Are we on the right way for evaluating large vision-language models?Advances in Neural Information Processing Systems, 37:27056–27087, 2024.

Infinity-Parser2 Technical Report Are we on the right way for evaluating large vision-language models?Advances in Neural Information Processing Systems, 37:27056–27087, 2024

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:55.846473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16c5572d-0007-443a-a937-8c1d752ff0a8 · outbound

This paper cites Ocrbench: on the hidden mystery of ocr in large multimodal models.Science China Information Sciences, 67(12):220102, 2024.

Infinity-Parser2 Technical Report Ocrbench: on the hidden mystery of ocr in large multimodal models.Science China Information Sciences, 67(12):220102, 2024

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:55.888685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00befa02-6d95-4fa4-818b-b9a9fdfebe07 · outbound

This paper cites Hunyuanocr technical report.arXiv preprint arXiv:2511.19575, 2025.

Infinity-Parser2 Technical Report Hunyuanocr technical report.arXiv preprint arXiv:2511.19575, 2025

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:56.031215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d021254-203e-4142-af47-cf24c4961da6 · outbound

This paper cites Qwen3-vl: Sharper vision, deeper thought, broader action.

Infinity-Parser2 Technical Report Qwen3-vl: Sharper vision, deeper thought, broader action

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:56.231800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b98022eb-d8c5-43bc-9746-cb261c3e42ef · outbound

This paper cites inf-retriever-v1 (revision 5f469d7), 2025.

Infinity-Parser2 Technical Report inf-retriever-v1 (revision 5f469d7), 2025

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:56.318147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d5e9571-435d-4669-9597-e12c0a1dd8fa · outbound

This paper cites Deepseek-v4: Towards highly efficient million-token context intelligence, 2026.

Infinity-Parser2 Technical Report Deepseek-v4: Towards highly efficient million-token context intelligence, 2026

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:56.442956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5520b9fb-42f0-4e85-8771-762335b76591 · outbound

This paper cites ChartMimic: Evaluating LMM’s cross- modal reasoning capability via chart-to-code generation.

Infinity-Parser2 Technical Report ChartMimic: Evaluating LMM’s cross- modal reasoning capability via chart-to-code generation

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:56.568020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e97f7eec-a4e5-484a-9528-c676549e0665 · outbound

This paper cites an unresolved cited work.

Infinity-Parser2 Technical Report Unresolved cited work

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:56.750971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b83ada6-fb2e-4dd4-a501-54c50a013c45 · outbound

This paper cites an unresolved cited work.

Infinity-Parser2 Technical Report Unresolved cited work

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:56.909472Z

Source-reported events for the cited work

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Observation 13d24dd7-d81a-4a0e-8faf-f39433fac7d2 · outbound

This paper cites an unresolved cited work.

Infinity-Parser2 Technical Report Unresolved cited work

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:57.144603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 588bd196-04ca-4abf-9b10-b290730caa91 · outbound

This paper cites - The output text must be exactly the original text from the image, with no translation or rewriting.

Infinity-Parser2 Technical Report - The output text must be exactly the original text from the image, with no translation or rewriting

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:57.259355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59fcb415-fd9e-4728-b438-66eb1465f279 · outbound

This paper cites - Convert the recognized text into Markdown format.

Infinity-Parser2 Technical Report - Convert the recognized text into Markdown format

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-02T08:03:57.361625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers