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Paper Citation Record · LEDGER

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition

As of 14 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2608.03525.

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

pith.paper-citation-record.v1
2608.03525 v2

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:51:15.582189Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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Source: cited_works

Reference resolution

30 of 30 outbound references displayed

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Outbound references

Observation afb73352-58da-4d63-9f83-505fbb76d58d · outbound

This paper cites Intern-s1: A scientific multimodal foundation model.arXiv preprint arXiv:2508.15763, 2025.

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition Intern-s1: A scientific multimodal foundation model.arXiv preprint arXiv:2508.15763, 2025

Reference 1

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Observation 208220ec-01c6-4c93-8abc-94f6f19ed566 · outbound

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

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition Logics-parsing technical report.arXiv preprint arXiv:2509.19760, 2025

Reference 2

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source=pdf_text observed=2026-08-08T00:51:15.445164Z digest=sha256:dae92cd7da0bfdaa09bf5206123ca9def9e5f9f754d040957ee57fc88264a7f1

Observation 0ef5e128-7ce5-4f4f-807a-69e544869ae8 · outbound

This paper cites Molnextr: a generalized deep learning model for molecular image recognition.Journal of Cheminformatics, 16(1):141, 2024.

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition Molnextr: a generalized deep learning model for molecular image recognition.Journal of Cheminformatics, 16(1):141, 2024

Reference 3

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Observation cb2b43e4-9dcf-451f-90ab-bfb94b36df1f · outbound

This paper cites Towards large-scale chemical reaction image parsing via a multimodal large language model.Chemical Science, 16(45): 21464–21474, 2025.

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition Towards large-scale chemical reaction image parsing via a multimodal large language model.Chemical Science, 16(45): 21464–21474, 2025

Reference 4

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source=pdf_text observed=2026-08-08T00:51:15.455365Z digest=sha256:63308ab46cdaf69cfcc299a999a29ef303cc0e1be7fff022667eeac9baba1cb4

Observation f937fdcf-4060-40f6-a9ea-6d4118ce48fd · outbound

This paper cites Molmole: Molecule mining from scientific literature.arXiv e-prints, pages arXiv–2505, 2025.

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition Molmole: Molecule mining from scientific literature.arXiv e-prints, pages arXiv–2505, 2025

Reference 5

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Observation e34bd731-87eb-432c-92ae-76c14d545c4a · outbound

This paper cites OCSU: Optical Chemical Structure Understanding for Molecule-centric Scientific Discovery.

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition OCSU: Optical Chemical Structure Understanding for Molecule-centric Scientific Discovery

Reference 6

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source=pdf_text observed=2026-08-08T00:51:15.465874Z digest=sha256:f00927ca80f868ec1db4456237eef61c00ebc5188ab333c835f768939a243609

Observation 83bfa5a1-df7b-4707-8b9f-5f5e285b822a · outbound

This paper cites Uni-parser technical report.arXiv preprint arXiv:2512.15098, 2025.

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition Uni-parser technical report.arXiv preprint arXiv:2512.15098, 2025

Reference 7

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source=pdf_text observed=2026-08-08T00:51:15.471991Z digest=sha256:35992b8e6446275e1463c5cf557bb8791881aed5d9d717380180824396893058

Observation 05759fca-7381-473b-99fe-c8dbd2a0d93f · outbound

This paper cites Molparser: End-to-end visual recognition of molecule structures in the wild.

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition Molparser: End-to-end visual recognition of molecule structures in the wild

Reference 8

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source=pdf_text observed=2026-08-08T00:51:15.477001Z digest=sha256:06db75792eacac048876c7578b2aa637e2ba149f472bed0b91c57fdb28fd2088

Observation 325b48c0-fb74-476b-9a6d-2b6418cfd9e1 · outbound

This paper cites Csmiles: A compact, human-readable smiles extension for conformations.Journal of Chemical Information and Modeling, 65(19):10289–10310, 2025.

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition Csmiles: A compact, human-readable smiles extension for conformations.Journal of Chemical Information and Modeling, 65(19):10289–10310, 2025

Reference 9

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source=pdf_text observed=2026-08-08T00:51:15.482035Z digest=sha256:363f1f2a24f1bf1a10c9175e453b623cb7dc0f2260ebbbb023f30517447c1fa0

Observation 3e0fdaa7-4b59-4e59-81f8-7dd565ecfe15 · outbound

This paper cites GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning.

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning

Reference 10

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source=pdf_text observed=2026-08-08T00:51:15.486918Z digest=sha256:051a57f32099eeaea85ba11a495ac53fc6a898eebf963941200aad1112ebbb28

Observation a64e8685-7bb5-4c09-8f6e-35b7e8920317 · outbound

This paper cites Self- referencing embedded strings (selfies): A 100% robust molecular string representation.Machine Learning: Science and Technology, 1(4):045024, 2020.

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition Self- referencing embedded strings (selfies): A 100% robust molecular string representation.Machine Learning: Science and Technology, 1(4):045024, 2020

Reference 11

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Observation c9d20a5d-c716-41b0-8a2e-6f7b251557ca · outbound

This paper cites Chemvlm: Exploring the power of multimodal large language models in chemistry area.

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition Chemvlm: Exploring the power of multimodal large language models in chemistry area

Reference 12

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Observation 2de2b8e3-7b59-4814-8688-a7df510e4b91 · outbound

This paper cites Molgrapher: graph-based visual recognition of chemical structures.

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition Molgrapher: graph-based visual recognition of chemical structures

Reference 13

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Observation 158e8d53-826d-4ae7-a176-966466bfa696 · outbound

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

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing

Reference 14

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Observation b10fe8b3-cc6c-44ed-99ed-47fc1d39aaeb · outbound

This paper cites Rxnscribe: a sequence generation model for reaction diagram parsing.Journal of chemical information and modeling, 63(13):4030–4041, 2023.

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition Rxnscribe: a sequence generation model for reaction diagram parsing.Journal of chemical information and modeling, 63(13):4030–4041, 2023

Reference 15

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Observation 563894c8-a181-41a9-b466-01881efa216a · outbound

This paper cites Molscribe: robust molecular structure recognition with image-to-graph generation.Journal of chemical information and modeling, 63(7):1925–1934, 2023.

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition Molscribe: robust molecular structure recognition with image-to-graph generation.Journal of chemical information and modeling, 63(7):1925–1934, 2023

Reference 16

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Observation 02ce5daf-777e-4bcc-9a81-77abd99aec51 · outbound

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

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition Decimer: towards deep learning for chemical image recognition.Journal of Cheminformatics, 12(1):65, 2020

Reference 17

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Observation e6372d5a-52b5-4986-ac41-258b2770cade · outbound

This paper cites Decimer- segmentation: Automated extraction of chemical structure depictions from scientific literature.Journal of cheminformatics, 13(1):20, 2021.

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition Decimer- segmentation: Automated extraction of chemical structure depictions from scientific literature.Journal of cheminformatics, 13(1):20, 2021

Reference 18

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Observation f8c4a0d1-f5a4-4a2b-966c-e190a8896739 · outbound

This paper cites an unresolved cited work.

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition Unresolved cited work

Reference 19

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Observation 873ab30f-e01a-4ebd-81ba-9f88284dfc50 · outbound

This paper cites Rxncaption: Reformulating reaction diagram parsing as visual prompt guided captioning.arXiv preprint arXiv:2511.02384, 2025.

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition Rxncaption: Reformulating reaction diagram parsing as visual prompt guided captioning.arXiv preprint arXiv:2511.02384, 2025

Reference 20

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Observation cdbeb3c5-c0c4-4c51-8fa7-b136f01c3158 · outbound

This paper cites Molecular identifier visual prompt and verifiable reinforcement learning for chemical reaction diagram parsing.arXiv preprint arXiv:2603.15011, 2026.

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition Molecular identifier visual prompt and verifiable reinforcement learning for chemical reaction diagram parsing.arXiv preprint arXiv:2603.15011, 2026

Reference 21

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Observation 44af6b6e-183a-494c-acb5-556187c23069 · outbound

This paper cites MinerU: An Open-Source Solution for Precise Document Content Extraction.

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition MinerU: An Open-Source Solution for Precise Document Content Extraction

Reference 22

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Observation cf36a91a-29bd-4c54-abfb-3637f5a7c2dc · outbound

This paper cites MinerU2.5-Pro: Pushing the Limits of Data-Centric Document Parsing at Scale.

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition MinerU2.5-Pro: Pushing the Limits of Data-Centric Document Parsing at Scale

Reference 23

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Observation b9b6e950-7b35-4df8-a296-17ba39c29191 · outbound

This paper cites Gtr-cot: Graph traversal as visual chain of thought for molecular structure recognition.

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition Gtr-cot: Graph traversal as visual chain of thought for molecular structure recognition

Reference 24

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Observation b8fcdac0-71c9-4295-aa7b-b5daa91cbc3e · outbound

This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Reference 25

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Observation 240c3e3b-a530-4232-bfee-225e27151a3a · outbound

This paper cites Smiles, a chemical language and information system.

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition Smiles, a chemical language and information system

Reference 26

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Observation 8b917797-ae4e-4e72-8af1-dc6b223846da · outbound

This paper cites αextractor: a system for automatic extraction of chemical information from biomedical literature.Sci.

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition αextractor: a system for automatic extraction of chemical information from biomedical literature.Sci

Reference 27

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Observation 564850d1-a921-4824-847f-df4de17323e3 · outbound

This paper cites MolRecBench-Wild: A Real-World Benchmark for Optical Chemical Structure Recognition.

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition MolRecBench-Wild: A Real-World Benchmark for Optical Chemical Structure Recognition

Reference 28

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Observation 767a5c07-704f-4e90-b92c-22b8484796d7 · outbound

This paper cites Chemdfm-x: towards large multimodal model for chemistry.Science China Information Sciences, 67(12):220109, 2024.

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition Chemdfm-x: towards large multimodal model for chemistry.Science China Information Sciences, 67(12):220109, 2024

Reference 29

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Observation 1d282a8b-ec98-437e-a8e9-76f81812a2ff · outbound

This paper cites Yode-segmentation: automated noise-free retrieval of molecular structures from scientific publications.Journal of Cheminformatics, 15(1):111, 2023.

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition Yode-segmentation: automated noise-free retrieval of molecular structures from scientific publications.Journal of Cheminformatics, 15(1):111, 2023

Reference 30

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Pith citing papers

No inbound Pith citation observations are available.