Paper Citation Record · LEDGER

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild?

As of 15 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 5 inbound Pith citation observations for arXiv:2505.11015.

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

pith.paper-citation-record.v1
2505.11015 v2

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:02:42.054950Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T10:43:50.279269Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T06:04:21.363017Z

Reference resolution

59 of 59 outbound references displayed

verified exact0
verified fuzzy0
unresolved59
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2f574ed6-9d4a-46a2-a886-6d2bc6a2d402 · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.587201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0230523b-d732-49ef-b208-1caf3330b0cd · outbound

This paper cites GPT-4 Technical Report.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? GPT-4 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.593212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae947706-a714-44ed-a516-b002a4c4a9ef · outbound

This paper cites an unresolved cited work.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:02:42.960396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8ffd12d7-972e-4f93-a52b-a531c9e6994a · outbound

This paper cites an unresolved cited work.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:02:42.949184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7c515ec5-113a-41c2-88f7-cec17eb3ae34 · outbound

This paper cites Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.609645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a6e4264-1885-4de8-be71-d5df00e17684 · outbound

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

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.614680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44500189-40bc-47f6-be82-3684dd24ef6d · outbound

This paper cites Scalable Vision Language Model Training via High Quality Data Curation.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Scalable Vision Language Model Training via High Quality Data Curation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.619843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad006ee1-21d3-4d8f-9777-493012c34f1c · outbound

This paper cites an unresolved cited work.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:02:42.936466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0b0fc88c-b7f9-429e-952c-0d3b1389b3db · outbound

This paper cites Advancing Sequential Numerical Prediction in Autoregressive Models.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Advancing Sequential Numerical Prediction in Autoregressive Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.636619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca39f4d2-f16c-48da-a833-dab88904d171 · outbound

This paper cites an unresolved cited work.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:02:42.925177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d4b40486-1356-4023-bdfc-60f608de551b · outbound

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

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Dolphin: Document Image Parsing via Heterogeneous Anchor Prompting

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.649028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b5f6521-613e-4406-95be-37692bcf4d8d · outbound

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

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? OCRBench v2: An Improved Benchmark for Evaluating Large Multimodal Models on Visual Text Localization and Reasoning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.653267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d65df1f7-ecb8-4f6f-a1f2-b2539aaf136c · outbound

This paper cites ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.660113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e59570a-7b59-4983-ad76-146ace997e09 · outbound

This paper cites Seed1.5-VL Technical Report.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Seed1.5-VL Technical Report

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.664800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 015b35cf-7bf1-4dfc-947c-46164b3e9309 · outbound

This paper cites Mini-Monkey: Alleviating the Semantic Sawtooth Effect for Lightweight MLLMs via Complementary Image Pyramid.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Mini-Monkey: Alleviating the Semantic Sawtooth Effect for Lightweight MLLMs via Complementary Image Pyramid

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.670215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f00c9e68-fd20-4ac3-9d4f-21264df9c2c9 · outbound

This paper cites an unresolved cited work.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:02:42.913923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 74351ff4-0971-4338-b39f-4f10ea35ac4d · outbound

This paper cites an unresolved cited work.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:02:42.886181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d5d95cbe-3383-43f9-bbda-fef6d42db0a6 · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? LLaVA-OneVision: Easy Visual Task Transfer

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.699958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9a6c31b-3624-4d0e-a7bf-6439569153a3 · outbound

This paper cites an unresolved cited work.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:02:42.873315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8de5b97c-292a-4899-a4b8-97de0f694c5c · outbound

This paper cites TableVQA-Bench: A Visual Question Answering Benchmark on Multiple Table Domains.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? TableVQA-Bench: A Visual Question Answering Benchmark on Multiple Table Domains

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.690884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0415bb25-f4e4-4588-b0c2-c8964b9d0518 · outbound

This paper cites an unresolved cited work.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:02:42.845636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3e7a7898-718b-44ce-b9c7-d504fcac49b0 · outbound

This paper cites an unresolved cited work.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:02:42.833084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 253ffecd-7c7f-47bc-b94a-87444f9b084c · outbound

This paper cites an unresolved cited work.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:02:42.860147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 131b7ea4-5ab2-4b67-b8ed-beaf52a1c7de · outbound

This paper cites Prolonged Reasoning Is Not All You Need: Certainty-Based Adaptive Routing for Efficient LLM/MLLM Reasoning.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Prolonged Reasoning Is Not All You Need: Certainty-Based Adaptive Routing for Efficient LLM/MLLM Reasoning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.873230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bed95706-12aa-4353-b922-d6ced562f7f0 · outbound

This paper cites Ovis: Structural Embedding Alignment for Multimodal Large Language Model.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Ovis: Structural Embedding Alignment for Multimodal Large Language Model

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.877246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8df1f82c-2a10-4f3f-9e7c-e6db9b54d649 · outbound

This paper cites TextMonkey: An OCR-Free Large Multimodal Model for Understanding Document.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? TextMonkey: An OCR-Free Large Multimodal Model for Understanding Document

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.862300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 939a5e9f-7a41-4ea8-be71-da7ae83eab81 · outbound

This paper cites A Bounding Box is Worth One Token: Interleaving Layout and Text in a Large Language Model for Document Understanding.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? A Bounding Box is Worth One Token: Interleaving Layout and Text in a Large Language Model for Document Understanding

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.867798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 371dfc80-8323-4ef1-b0d8-953f0193ed2d · outbound

This paper cites an unresolved cited work.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:02:42.790618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bd7d0916-3eaf-46bb-8c56-451f41ab7364 · outbound

This paper cites an unresolved cited work.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:02:42.776228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 43d6f9ee-6721-48a9-9c11-6f5331daac46 · outbound

This paper cites ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.882160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c5e59e4-3ea2-4c32-b755-f56edefd8ff6 · outbound

This paper cites an unresolved cited work.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:02:42.819706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a1bbce2b-2e97-40ce-bc19-315102eff644 · outbound

This paper cites an unresolved cited work.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:02:42.742974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a3d90efb-d323-4adc-aa2d-9bc9273ba4ac · outbound

This paper cites TextSquare: Scaling up Text-Centric Visual Instruction Tuning.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? TextSquare: Scaling up Text-Centric Visual Instruction Tuning

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.920433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e959c56-7b7b-44d8-8670-18dc095da0b3 · outbound

This paper cites an unresolved cited work.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:02:42.729031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 95b65310-b491-46b8-8991-163ff6ee97c1 · outbound

This paper cites an unresolved cited work.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:02:42.761572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d78829be-b84e-4745-a4b6-f5fda6beb44c · outbound

This paper cites MCTBench: Multimodal Cognition towards Text-Rich Visual Scenes Benchmark.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? MCTBench: Multimodal Cognition towards Text-Rich Visual Scenes Benchmark

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.907597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6b8b248-f2e3-4d6d-b604-d470b575d0b4 · outbound

This paper cites an unresolved cited work.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:02:42.682527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b9e07fbf-c132-4471-a883-68b72d0ae99b · outbound

This paper cites an unresolved cited work.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.960383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e6a45eb-981a-4b1f-ace4-e61003ebf45d · outbound

This paper cites ParGo: Bridging Vision-Language with Partial and Global Views.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? ParGo: Bridging Vision-Language with Partial and Global Views

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.973049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e80788d-661c-4389-b680-9ead47da7a22 · outbound

This paper cites MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.932065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 141f3ec2-733e-4efb-9141-b7d447809061 · outbound

This paper cites an unresolved cited work.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:02:42.713105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b9567219-dd91-4672-8ff9-ce9235c21471 · outbound

This paper cites an unresolved cited work.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:02:42.697968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 36621f8c-9226-4a49-b3dd-7fb13b48466d · outbound

This paper cites MiniCPM-V: A GPT-4V Level MLLM on Your Phone.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.999147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f853f63-5d03-4a70-b316-80e57e437fed · outbound

This paper cites mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:42.005297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e35db6fc-12ee-4f67-b7cc-a5fffb5025e5 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.966457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2927486-eb3e-4c01-941e-29a73fa555a5 · outbound

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

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:42.015959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc9cd5d4-4dca-4405-bdbb-dcff60b8becd · outbound

This paper cites Vision as LoRA.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Vision as LoRA

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.978711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f8286f7-531e-4de9-a37f-6d5baf7e030b · outbound

This paper cites Enhancing Code LLMs with Reinforcement Learning in Code Generation: A Survey.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Enhancing Code LLMs with Reinforcement Learning in Code Generation: A Survey

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.984624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 776acda5-b34e-4e26-b235-6d4fc976a2e2 · outbound

This paper cites an unresolved cited work.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:02:42.653371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 15e04e01-0521-4bdf-8108-d6b124d11c83 · outbound

This paper cites an unresolved cited work.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:02:42.594332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c8676ab1-c91c-454e-b3b9-2cbf34ddd14f · outbound

This paper cites Harmonizing Visual Text Comprehension and Generation.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Harmonizing Visual Text Comprehension and Generation

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:42.054950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7980b5a4-b984-4ae8-97f0-ff5bc7acfcce · outbound

This paper cites mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:42.010543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7739122f-f5d6-4da0-865c-f27807a8e232 · outbound

This paper cites an unresolved cited work.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:02:42.638431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 44464b25-6eec-495d-9a8e-cbd8bba3536e · outbound

This paper cites an unresolved cited work.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:02:42.622735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation da531641-0d76-497f-80b0-22f51eba5541 · outbound

This paper cites an unresolved cited work.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:02:42.608596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9eb321fe-17da-49c3-87cc-0ca0ab1adc08 · outbound

This paper cites an unresolved cited work.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Unresolved cited work

Reference 2016

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:02:42.900944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e300f34a-031c-4828-8537-09499734cf86 · outbound

This paper cites an unresolved cited work.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? Unresolved cited work

Reference 2022

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:02:42.806097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7bc010f2-3fc0-43a9-9d3a-223b99a0245b · outbound

This paper cites LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:42.032537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43293864-85fa-4d9b-be52-a6300cdb19ec · outbound

This paper cites InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD.

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:41.630388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation c331fbf6-e883-4294-a600-3d8cc1d5510f · inbound

LPCAN: Lightweight Pyramid Cross-Attention Network for Rail Surface Defect Detection Using RGB-D Data cites this paper.

LPCAN: Lightweight Pyramid Cross-Attention Network for Rail Surface Defect Detection Using RGB-D Data WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild?

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-03T10:43:50.279269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33625d09-51f4-4595-93e1-22363d24ddaf · inbound

Knowledge-Embedded and Hypernetwork-Guided Few-Shot Substation Meter Defect Image Generation Method cites this paper.

Knowledge-Embedded and Hypernetwork-Guided Few-Shot Substation Meter Defect Image Generation Method WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild?

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T10:43:42.200252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 924adce5-86b1-45a0-8f5d-98163b75e5b9 · inbound

Real5-OmniDocBench: A Full-Scale Physical Reconstruction Benchmark for Robust Document Parsing in the Wild cites this paper.

Real5-OmniDocBench: A Full-Scale Physical Reconstruction Benchmark for Robust Document Parsing in the Wild WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild?

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T18:54:54.788047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e83232ca-2ff9-46e2-bf97-16760bb06f49 · inbound

ShredBench: Evaluating the Semantic Reasoning Capabilities of Multimodal LLMs in Document Reconstruction cites this paper.

ShredBench: Evaluating the Semantic Reasoning Capabilities of Multimodal LLMs in Document Reconstruction WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild?

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:11:15.458552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation da47e7b2-689c-4f66-80fa-0fda31427f14 · inbound

DAIN: Dynamic Agent-Based Interaction Network for Efficient and Collaborative Multimodal Reasoning cites this paper.

DAIN: Dynamic Agent-Based Interaction Network for Efficient and Collaborative Multimodal Reasoning WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild?

Reference 60

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T06:04:21.364565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.