Paper Citation Record · LEDGER

UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 34 inbound Pith citation observations for arXiv:2310.05126.

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

pith.paper-citation-record.v1
2310.05126 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 34 of 34 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:01:15.600852Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T16:18:37.543028Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 7359fe39-2afa-448a-b8bd-ed7f0739d030 · inbound

DeepSeek-VL: Towards Real-World Vision-Language Understanding cites this paper.

DeepSeek-VL: Towards Real-World Vision-Language Understanding UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:58:54.738088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4e34c82b-4a20-42d7-bde2-f41ceb3c4f19 · inbound

How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites cites this paper.

How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 127

Resolution: verified exact; arxiv_id, observed 2026-05-12T20:58:59.271388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 959f748c-3963-4c39-b326-c35b441f9251 · inbound

InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output cites this paper.

InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 159

Resolution: verified exact; arxiv_id, observed 2026-05-17T10:46:28.796606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bf3a85f8-994d-4172-92fc-4ad13c8c5fd8 · inbound

General OCR Theory: Towards OCR-2.0 via a Unified End-to-end Model cites this paper.

General OCR Theory: Towards OCR-2.0 via a Unified End-to-end Model UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 50

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T20:50:57.903141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation dc054965-971e-4bc6-872d-ed373c5e9791 · inbound

PDF-WuKong: A Large Multimodal Model for Efficient Long PDF Reading with End-to-End Sparse Sampling cites this paper.

PDF-WuKong: A Large Multimodal Model for Efficient Long PDF Reading with End-to-End Sparse Sampling UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-23T19:43:23.831310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3c622375-6f48-4b08-86a0-7efd163a6d25 · inbound

Document Parsing Unveiled: Techniques, Challenges, and Prospects for Structured Information Extraction cites this paper.

Document Parsing Unveiled: Techniques, Challenges, and Prospects for Structured Information Extraction UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 279

Resolution: verified exact; arxiv_id, observed 2026-05-23T19:15:47.302097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3187935f-0a0e-43a9-be6f-1c4c72f363f7 · inbound

BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices cites this paper.

BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 136

Resolution: unresolved; no resolver link, observed 2026-08-12T19:33:01.050752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66bab495-d4ab-4ccd-b68f-a59783f6139f · inbound

Arabic-Nougat: Fine-Tuning Vision Transformers for Arabic OCR and Markdown Extraction cites this paper.

Arabic-Nougat: Fine-Tuning Vision Transformers for Arabic OCR and Markdown Extraction UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T17:33:45.057217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55c95798-9e2b-41f5-b04c-686960fd8bd6 · inbound

FILA: Fine-Grained Vision Language Models cites this paper.

FILA: Fine-Grained Vision Language Models UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T17:56:46.243482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f687888-e6cb-4ea7-8640-113138fd9b41 · inbound

DocVLM: Make Your VLM an Efficient Reader cites this paper.

DocVLM: Make Your VLM an Efficient Reader UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-11T17:42:14.877803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eea32079-4f42-49f9-8e56-720633a0d8b3 · inbound

DocFusion: A Unified Framework for Document Parsing Tasks cites this paper.

DocFusion: A Unified Framework for Document Parsing Tasks UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T14:04:51.796087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a00f6c14-9e11-4af5-a241-2cfa952461de · inbound

LLaVA-UHD v2: an MLLM Integrating High-Resolution Semantic Pyramid via Hierarchical Window Transformer cites this paper.

LLaVA-UHD v2: an MLLM Integrating High-Resolution Semantic Pyramid via Hierarchical Window Transformer UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 111

Resolution: unresolved; no resolver link, observed 2026-08-11T12:46:59.978087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6d0c6cb-54eb-499f-adce-c11763938a7a · inbound

InstructOCR: Instruction Boosting Scene Text Spotting cites this paper.

InstructOCR: Instruction Boosting Scene Text Spotting UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T11:24:16.101773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf827e25-0aed-4782-8627-8dfd9377e165 · inbound

A High-Quality Text-Rich Image Instruction Tuning Dataset via Hybrid Instruction Generation cites this paper.

A High-Quality Text-Rich Image Instruction Tuning Dataset via Hybrid Instruction Generation UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-11T10:43:08.320223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b97aaed-ddd9-4dcb-b263-fdce21bd4bb3 · inbound

Cross-Lingual Text-Rich Visual Comprehension: An Information Theory Perspective cites this paper.

Cross-Lingual Text-Rich Visual Comprehension: An Information Theory Perspective UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-11T05:14:27.976265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02db6aa8-8324-41a9-ae1c-46a9a356fac4 · inbound

OCRBench v2: An Improved Benchmark for Evaluating Large Multimodal Models on Visual Text Localization and Reasoning cites this paper.

OCRBench v2: An Improved Benchmark for Evaluating Large Multimodal Models on Visual Text Localization and Reasoning UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-17T20:33:26.785865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bbae7ba5-2786-4931-9df5-154052e9c283 · inbound

VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction cites this paper.

VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-17T21:08:19.711229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 375c2eee-b73a-4cbc-8f92-e376e4caa9b2 · inbound

Survey on Question Answering over Visually Rich Documents: Methods, Challenges, and Trends cites this paper.

Survey on Question Answering over Visually Rich Documents: Methods, Challenges, and Trends UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:28.090077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c6ce3d4-4ac3-4fef-8fcc-5f7d52ab49e8 · inbound

Visual Large Language Models for Generalized and Specialized Applications cites this paper.

Visual Large Language Models for Generalized and Specialized Applications UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 106

Resolution: unresolved; no resolver link, observed 2026-08-10T22:08:09.292960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75e807b4-543c-4b27-8c86-056d1dee2615 · inbound

Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models cites this paper.

Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-10T21:10:40.692936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85f27e3e-d5aa-4e3c-98fc-813fd950510a · inbound

Eagle 2: Building Post-Training Data Strategies from Scratch for Frontier Vision-Language Models cites this paper.

Eagle 2: Building Post-Training Data Strategies from Scratch for Frontier Vision-Language Models UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 106

Resolution: unresolved; no resolver link, observed 2026-08-10T18:04:34.392634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be00772f-ab01-4e96-9645-29dd506a6267 · inbound

Mirage in the Eyes: Hallucination Attack on Multi-modal Large Language Models with Only Attention Sink cites this paper.

Mirage in the Eyes: Hallucination Attack on Multi-modal Large Language Models with Only Attention Sink UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-10T14:29:28.296141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05e12b97-07d3-408d-9d50-b077d70af03e · inbound

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

OCSU: Optical Chemical Structure Understanding for Molecule-centric Scientific Discovery UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T14:23:33.759059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2354dc82-88e1-4cb8-ac30-81994c8141c4 · inbound

Return of the Encoder: Maximizing Parameter Efficiency for SLMs cites this paper.

Return of the Encoder: Maximizing Parameter Efficiency for SLMs UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T13:38:28.057837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a489b425-3008-48d3-9604-c616a7e11f3f · inbound

Granite Vision: a lightweight, open-source multimodal model for enterprise Intelligence cites this paper.

Granite Vision: a lightweight, open-source multimodal model for enterprise Intelligence UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-07T20:06:00.952910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 797929cd-e1e4-421a-ba37-31d011647556 · inbound

GDI-Bench: A Benchmark for General Document Intelligence with Vision and Reasoning Decoupling cites this paper.

GDI-Bench: A Benchmark for General Document Intelligence with Vision and Reasoning Decoupling UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-16T05:01:15.600852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95a8e5eb-970f-4e92-ad66-8d2e24d4f79a · inbound

Adaptive Markup Language Generation for Contextually-Grounded Visual Document Understanding cites this paper.

Adaptive Markup Language Generation for Contextually-Grounded Visual Document Understanding UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-15T23:08:52.092596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a14b27b0-8113-4d7f-8a65-b09e36415b5a · inbound

Dolphin: Document Image Parsing via Heterogeneous Anchor Prompting cites this paper.

Dolphin: Document Image Parsing via Heterogeneous Anchor Prompting UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:30.762169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a2db8e0-340b-4ab7-b439-f2c2c86854f8 · inbound

Native Visual Understanding: Resolving Resolution Dilemmas in Vision-Language Models cites this paper.

Native Visual Understanding: Resolving Resolution Dilemmas in Vision-Language Models UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T00:48:33.654963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0190d4b3-deae-47a2-960d-9ef4e1052993 · inbound

HRSeg: High-Resolution Visual Perception and Enhancement for Reasoning Segmentation cites this paper.

HRSeg: High-Resolution Visual Perception and Enhancement for Reasoning Segmentation UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-06T16:43:56.033608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 853d8cd9-fce2-459e-a3ef-e6e69e8209b9 · inbound

Docopilot: Improving Multimodal Models for Document-Level Understanding cites this paper.

Docopilot: Improving Multimodal Models for Document-Level Understanding UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-06T15:57:04.980280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc9c12fa-4573-4023-a931-b729e6d14542 · inbound

Q-Mask: Query-driven Causal Masks for Text Anchoring in OCR-Oriented Vision-Language Models cites this paper.

Q-Mask: Query-driven Causal Masks for Text Anchoring in OCR-Oriented Vision-Language Models UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-13T23:33:26.666913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d962ee53-3e50-4bc5-864a-9d9354d1a2b4 · inbound

Evaluating Vision-Language Models as a Zero-Shot Learning Alternative to You Only Look Once and Optical Character Recognition for Nigerian License Plate Recognition cites this paper.

Evaluating Vision-Language Models as a Zero-Shot Learning Alternative to You Only Look Once and Optical Character Recognition for Nigerian License Plate Recognition UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-03T16:18:37.544571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 074c23a4-80a0-40e5-8eb7-63c922968231 · inbound

BVS: Bayesian Visual Search with Multimodal Large Language Model for Fine-grained Perception cites this paper.

BVS: Bayesian Visual Search with Multimodal Large Language Model for Fine-grained Perception UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Reference 147

Resolution: unresolved; no resolver link, observed 2026-07-12T04:17:40.198357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.