Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T20:43:52.590870Z
Paper Citation Record · LEDGER
InSight-doc: Agentic Visual Perception for Long-Document Understanding
As of 13 August 2026, this Paper Citation Record lists 100 of 199 outbound references and 0 inbound Pith citation observations for arXiv:2608.10628.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
100 of 199 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved100
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 252d44f8-cc45-4048-927b-630f39a59135 · outbound
This paper cites arXiv preprint arXiv:2512.12658 , year=.
InSight-doc: Agentic Visual Perception for Long-Document Understanding arXiv preprint arXiv:2512.12658 , year=
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.432498Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dec4f006-069d-4719-a589-2ec7b1e472fd · outbound
This paper cites 2026 , url=.
InSight-doc: Agentic Visual Perception for Long-Document Understanding 2026 , url=
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.446345Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b7641b32-c2c3-4da9-b257-69e33e6c7157 · outbound
This paper cites MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs.
InSight-doc: Agentic Visual Perception for Long-Document Understanding MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.464398Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40e2bddf-1586-4fc6-a2a4-7991bdd27c05 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.477897Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1001e82e-65c3-4a1c-85a2-598cf0a73054 · outbound
This paper cites arXiv preprint arXiv:2603.13398 , year=.
InSight-doc: Agentic Visual Perception for Long-Document Understanding arXiv preprint arXiv:2603.13398 , year=
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.488481Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09b71924-4262-4f5f-a020-683a58dbc5c1 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.498526Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5afb696d-64b0-4563-933b-4482853453ea · outbound
This paper cites Doc-V*:Coarse-to-Fine Interactive Visual Reasoning for Multi-Page Document VQA.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Doc-V*:Coarse-to-Fine Interactive Visual Reasoning for Multi-Page Document VQA
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.507506Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb0215e6-1f3b-450d-9188-13a785ae3ac2 · outbound
This paper cites 2023 , publisher=.
InSight-doc: Agentic Visual Perception for Long-Document Understanding 2023 , publisher=
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.518345Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7719801-fd04-457f-b89a-919909a4fcc7 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.523976Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e63e6ad7-e67f-4abc-b201-f9c4b83c70ec · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.539894Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 672bba5f-01c6-4b54-a51e-d167ed7d44f2 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.546249Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a38ddcfc-f673-4304-a806-f709a0117ce3 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.553717Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a831a54f-1b74-4fae-88c8-617e82d96a2e · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.565070Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81b7bd03-0d3a-44b1-a0fd-b37ec41857ca · outbound
This paper cites Document Visual Question Answering Challenge 2020.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Document Visual Question Answering Challenge 2020
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.584010Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 332f52bf-d3cd-4076-85d7-c6109aacbca8 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.597646Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f16fa77a-e750-44b9-8802-c2b5ba3dd8fd · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.606190Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3b492af-117b-4e90-b799-1ced3d47409d · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.616664Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3571ea2-8f80-46b3-9e43-e047a5a69e46 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.629863Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa56d2c8-0df5-41d6-b51b-00c56501f712 · outbound
This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.639847Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a451611d-030d-4062-bc27-f7ccdd8779b6 · outbound
This paper cites DeepSeek-OCR: Contexts Optical Compression.
InSight-doc: Agentic Visual Perception for Long-Document Understanding DeepSeek-OCR: Contexts Optical Compression
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.656744Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f58c408-ce50-4d3e-9fd7-9a1c70304ea6 · outbound
This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.667703Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 147fec38-9698-454a-a3db-8271b2b8dd02 · outbound
This paper cites mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality.
InSight-doc: Agentic Visual Perception for Long-Document Understanding mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.676451Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbf0df0f-6371-4f85-9f84-c2b6e64175cc · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.690654Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b0a4b09-f328-4d6a-b547-3bd3ec1ab2f6 · outbound
This paper cites 2024 , publisher=.
InSight-doc: Agentic Visual Perception for Long-Document Understanding 2024 , publisher=
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.697229Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 334a934c-fb23-4d50-a053-f89ac8a0607d · outbound
This paper cites GPT-4o System Card.
InSight-doc: Agentic Visual Perception for Long-Document Understanding GPT-4o System Card
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.711511Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7fe50c9f-18cd-43e4-99f4-8e9d5ee695d0 · outbound
This paper cites Gemini: A Family of Highly Capable Multimodal Models.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Gemini: A Family of Highly Capable Multimodal Models
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.722559Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f114d9c3-8704-4518-bafa-06da7d6b8d6d · outbound
This paper cites mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding.
InSight-doc: Agentic Visual Perception for Long-Document Understanding mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.739388Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3cff5cdb-d50d-4abb-995b-38bbf7c5ed97 · outbound
This paper cites Nougat: Neural Optical Understanding for Academic Documents.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Nougat: Neural Optical Understanding for Academic Documents
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.753530Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58b14e08-50f2-4e7f-a2f1-19610f38c248 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.776117Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4cde66d-d70b-4884-ae35-91b6b5cea85b · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.796757Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b366537-f7b1-421b-81b6-29c6e3e6f161 · outbound
This paper cites ColPali: Efficient Document Retrieval with Vision Language Models.
InSight-doc: Agentic Visual Perception for Long-Document Understanding ColPali: Efficient Document Retrieval with Vision Language Models
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.809462Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50f2f655-2141-412a-b968-ec108dc394a7 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.821654Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8baf5c4c-7a9e-4886-b2cd-ae7d676bcfb7 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.831411Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 594ed217-933b-4fe3-931b-aedc6ca9b0d6 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.839257Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e87d9acf-24ac-4f78-9db5-69792c0f9dbe · outbound
This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Self-Consistency Improves Chain of Thought Reasoning in Language Models
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.848796Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c3d5310-718a-4e53-b295-159eb60c6cfe · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.861161Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68ed8346-7caf-4114-b675-56c6fb8164dd · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.868376Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08328c3e-f410-4cbe-9e04-72f54d365aa2 · outbound
This paper cites TextMonkey: An OCR-Free Large Multimodal Model for Understanding Document.
InSight-doc: Agentic Visual Perception for Long-Document Understanding TextMonkey: An OCR-Free Large Multimodal Model for Understanding Document
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.877474Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51f7d0b5-4b3e-41c0-b048-44cbcb258702 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.892832Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51c39407-6a26-487b-a69a-25b61a98c5b3 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.901323Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ccc012b-9775-494b-aec4-299746d5280a · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.912951Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8f07bd9-2f91-4841-95fa-751dee6217fb · outbound
This paper cites Longformer: The Long-Document Transformer.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Longformer: The Long-Document Transformer
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.923345Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb02520a-382b-4875-8dbe-e778b5d56851 · outbound
This paper cites arXiv preprint arXiv:2511.15090 , year=.
InSight-doc: Agentic Visual Perception for Long-Document Understanding arXiv preprint arXiv:2511.15090 , year=
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.936290Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4fe68348-2f7e-404c-8306-8e18f2d94b48 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.955421Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ce288a3-10d3-4663-87c2-1240f5938950 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.964109Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32823e72-996a-4325-b01c-7680d623dbea · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.979699Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca68ebc9-77f4-4d6c-8416-9538ddb84409 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:51.989774Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 582e90d9-4098-4feb-9738-86e666dbe2ab · outbound
This paper cites M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding.
InSight-doc: Agentic Visual Perception for Long-Document Understanding M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.001229Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eddacfde-f445-4ce7-8af7-1e48de586922 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.014167Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a3bb0df-9127-4bb7-a0f3-86ab5812433a · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.031137Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54b40d6d-f2cb-4faa-8c57-8d40aa6ff646 · outbound
This paper cites arXiv:2508.07313 , year =.
InSight-doc: Agentic Visual Perception for Long-Document Understanding arXiv:2508.07313 , year =
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.040519Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 295cb0ab-c0f3-48ef-a834-d3d15280c5b5 · outbound
This paper cites Least-to-Most Prompting Enables Complex Reasoning in Large Language Models.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Least-to-Most Prompting Enables Complex Reasoning in Large Language Models
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.052394Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7fec3e01-fcdd-4874-a892-5cb342055ac6 · outbound
This paper cites VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents.
InSight-doc: Agentic Visual Perception for Long-Document Understanding VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.061952Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54b853ac-8e24-43fa-a30b-4b6a17c2d2f1 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.073991Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe8023e3-0a56-4057-bc1b-0e51eda3011e · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.086032Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9a4207f-0eb8-4053-9169-a355d190e88f · outbound
This paper cites UniDoc: A Universal Large Multimodal Model for Simultaneous Text Detection, Recognition, Spotting and Understanding.
InSight-doc: Agentic Visual Perception for Long-Document Understanding UniDoc: A Universal Large Multimodal Model for Simultaneous Text Detection, Recognition, Spotting and Understanding
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.096954Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4dbf4a9a-3a19-4d19-a24c-192d881e87f8 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.111220Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0cc08193-108e-46a1-acfc-09c3f17b05a5 · outbound
This paper cites SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding.
InSight-doc: Agentic Visual Perception for Long-Document Understanding SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.118382Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90a1a7a2-55d6-4ad7-852f-07c574e5fab6 · outbound
This paper cites PDF-WuKong: A Large Multimodal Model for Efficient Long PDF Reading with End-to-End Sparse Sampling.
InSight-doc: Agentic Visual Perception for Long-Document Understanding PDF-WuKong: A Large Multimodal Model for Efficient Long PDF Reading with End-to-End Sparse Sampling
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.128685Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ceb2f185-f069-48cd-b013-eb4788071475 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.134624Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0cf1e0d4-ab58-48fb-ad01-d4ab983b3f6a · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.156133Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d549344-35eb-433c-9850-db0b4353fb6c · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.166937Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 093434eb-c772-44b7-8e2b-5323a8173c7e · outbound
This paper cites MinerU: An Open-Source Solution for Precise Document Content Extraction.
InSight-doc: Agentic Visual Perception for Long-Document Understanding MinerU: An Open-Source Solution for Precise Document Content Extraction
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.180075Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4de26b28-e5d8-40fc-81dd-65e4981ba74b · outbound
This paper cites Dolphin: Document Image Parsing via Heterogeneous Anchor Prompting.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Dolphin: Document Image Parsing via Heterogeneous Anchor Prompting
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.188447Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bda85456-e951-4c62-819c-57626a064edc · outbound
This paper cites arXiv:2506.05218 , year =.
InSight-doc: Agentic Visual Perception for Long-Document Understanding arXiv:2506.05218 , year =
Reference 65
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.195971Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32f5821c-cfe0-4bfa-87c8-13cfe900ef64 · outbound
This paper cites 2025 , publisher=.
InSight-doc: Agentic Visual Perception for Long-Document Understanding 2025 , publisher=
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.202073Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c17be92-6fe3-46e5-8489-96dd894cc27e · outbound
This paper cites 2008 , publisher=.
InSight-doc: Agentic Visual Perception for Long-Document Understanding 2008 , publisher=
Reference 67
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.210849Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05916129-0074-4d17-ae07-34863406c925 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 68
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.224864Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1cd54eb8-bc7d-41f9-a4f7-d70c038669a2 · outbound
This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.
InSight-doc: Agentic Visual Perception for Long-Document Understanding An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Reference 69
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.237790Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11ef51b3-6657-4e7d-b802-babdfb7a9acc · outbound
This paper cites OpenAI o1 System Card.
InSight-doc: Agentic Visual Perception for Long-Document Understanding OpenAI o1 System Card
Reference 70
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.244477Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 15a98bb2-c84b-483d-a27b-b708d2cfc9fe · outbound
This paper cites 2022 , organization=.
InSight-doc: Agentic Visual Perception for Long-Document Understanding 2022 , organization=
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.255513Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7471e8f-8070-40c9-82c6-497abeb0f69b · outbound
This paper cites 2023 , organization=.
InSight-doc: Agentic Visual Perception for Long-Document Understanding 2023 , organization=
Reference 72
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.265822Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2dad576-da8d-4595-880a-e41758577613 · outbound
This paper cites DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding.
InSight-doc: Agentic Visual Perception for Long-Document Understanding DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding
Reference 74
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.301005Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6f39cd2-40a8-43bd-8a7b-ee49e1bbfb20 · outbound
This paper cites MiniCPM-V: A GPT-4V Level MLLM on Your Phone.
InSight-doc: Agentic Visual Perception for Long-Document Understanding MiniCPM-V: A GPT-4V Level MLLM on Your Phone
Reference 75
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.309759Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5db16b8c-6131-4920-81f8-1fcf1801cfa1 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 76
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.318718Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70e9d84f-58b3-4734-8ce6-ca55f527e757 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 77
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.328222Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 098c5b73-b8f2-4df4-8250-94bca2db840e · outbound
This paper cites 2007 , publisher=.
InSight-doc: Agentic Visual Perception for Long-Document Understanding 2007 , publisher=
Reference 78
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.337837Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1a4314a-3a76-4378-bdef-1332253cd0a1 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 79
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.344851Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e978d148-e2b9-4667-ad93-77dffdbe4146 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 80
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.354372Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4c9834c-d628-4945-bc99-3366f27411c8 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 81
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.363451Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa196da2-c32a-4ada-bfea-d4677803e426 · outbound
This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
Reference 82
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.371554Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a4dcf1c2-3a6c-404a-bc4e-a4bfc0235cb8 · outbound
This paper cites LLaVA-OneVision: Easy Visual Task Transfer.
InSight-doc: Agentic Visual Perception for Long-Document Understanding LLaVA-OneVision: Easy Visual Task Transfer
Reference 83
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.382452Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d91644aa-de97-4603-95b1-c07f60ea162c · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 84
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.393482Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f2d652b-157b-4059-91d6-65f866db853b · outbound
This paper cites MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?.
InSight-doc: Agentic Visual Perception for Long-Document Understanding MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
Reference 85
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.400851Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f5c56c8-8f72-4ecc-aa61-adf9cc619201 · outbound
This paper cites ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration.
InSight-doc: Agentic Visual Perception for Long-Document Understanding ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration
Reference 86
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.416078Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00f8f5af-5ac6-4ff0-8ffa-889a8f392f05 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 87
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.424324Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0689b02-576a-49c8-a73b-6c275db32d17 · outbound
This paper cites Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning
Reference 88
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.433756Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b94ef19f-1956-4e41-9bb4-dd690d9ea07e · outbound
This paper cites DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning.
InSight-doc: Agentic Visual Perception for Long-Document Understanding DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning
Reference 89
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.446742Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce597df7-ebfa-4f0c-8d61-2f0d1ef4599c · outbound
This paper cites ACTIVE-o3: Empowering MLLMs with Active Perception via Pure Reinforcement Learning.
InSight-doc: Agentic Visual Perception for Long-Document Understanding ACTIVE-o3: Empowering MLLMs with Active Perception via Pure Reinforcement Learning
Reference 90
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.454015Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc73571a-e47c-4e93-9eeb-110b8ae226db · outbound
This paper cites VGR: Visual Grounded Reasoning.
InSight-doc: Agentic Visual Perception for Long-Document Understanding VGR: Visual Grounded Reasoning
Reference 91
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.464926Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad0030cf-a42d-4ce8-8e3e-6971391a36f7 · outbound
This paper cites arXiv:2507.07999 , year=.
InSight-doc: Agentic Visual Perception for Long-Document Understanding arXiv:2507.07999 , year=
Reference 92
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.484308Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1773d0c5-1a6a-4ca3-92e4-f27f34bfb18c · outbound
This paper cites Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 93
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.502221Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5f4532a-b584-43fe-9bf3-55df8bd43554 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 94
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.510847Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50172d97-fd2b-4138-9d31-d88b5617db15 · outbound
This paper cites MME-Reasoning: A Comprehensive Benchmark for Logical Reasoning in MLLMs.
InSight-doc: Agentic Visual Perception for Long-Document Understanding MME-Reasoning: A Comprehensive Benchmark for Logical Reasoning in MLLMs
Reference 95
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.522901Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee070561-45b4-48a0-ab0d-448755b802a0 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 96
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.539447Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c114a68c-6efe-4f03-8397-e2944ab09c4d · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 97
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.550508Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 693d7b3f-1597-431f-99c3-1fb96dd44458 · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 98
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.560044Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cef9870a-7f23-40af-bef9-f9708469379b · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 99
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.567430Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b27a5fc9-5082-4fa1-bfe0-cece2763f45a · outbound
This paper cites 2020 , publisher=.
InSight-doc: Agentic Visual Perception for Long-Document Understanding 2020 , publisher=
Reference 100
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.581795Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bcf0e47d-cbee-4d5d-9958-8fbd5c1a854e · outbound
This paper cites an unresolved cited work.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Unresolved cited work
Reference 101
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.590870Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.