Paper Citation Record · LEDGER

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty

As of 12 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2412.02886.

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

pith.paper-citation-record.v1
2412.02886 v3

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:02:08.705732Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

30 of 30 outbound references displayed

verified exact1
verified fuzzy17
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6ca0cd4c-7761-4253-a829-f06c41103e0d · outbound

This paper cites Strategy for digitizing archival materials for public access, 2015-2024,.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty Strategy for digitizing archival materials for public access, 2015-2024,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:02:09.535148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ee2e294e-550b-4a8a-86ed-0a3f0127b655 · outbound

This paper cites DocParser: End-to-end OCR-free Information Extraction from Visually Rich Documents.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty DocParser: End-to-end OCR-free Information Extraction from Visually Rich Documents

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-11T23:02:09.133947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5696286e-96b3-45e7-a2a4-defbe9c4f824 · outbound

This paper cites PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T23:02:08.460068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d46bb08-9e1e-4c54-a688-b93da39ee5e8 · outbound

This paper cites OCR-free Document Understanding Transformer.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty OCR-free Document Understanding Transformer

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T23:02:08.468012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddaada51-27c9-4423-8baa-4a62924036dc · outbound

This paper cites LMDX: Language Model-based Document Information Extraction and Localization.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty LMDX: Language Model-based Document Information Extraction and Localization

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T23:02:08.480704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaeda3a9-cb8f-4a9b-aaf4-ce8d0fcddff1 · outbound

This paper cites Information extraction from historical well records using a large language model,.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty Information extraction from historical well records using a large language model,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:02:09.511625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 51228136-1cb1-4031-b632-da9368b3cb19 · outbound

This paper cites Automated structured data extraction from scanned document images,.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty Automated structured data extraction from scanned document images,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:02:09.487114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 65d2e8b1-cfa3-4842-9cd7-1d9da1aa1a3c · outbound

This paper cites An overview of the tesseract ocr engine,.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty An overview of the tesseract ocr engine,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:02:09.465952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3eafe099-70b8-48d5-8770-f311dca14b7e · outbound

This paper cites Learning transferable visual models from natural language supervision,.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty Learning transferable visual models from natural language supervision,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:02:09.443733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5abfa59c-abc4-4be3-b6dc-d3597252de13 · outbound

This paper cites Blip-2: Boot- strapping language-image pre-training with frozen im- age encoders and large language models,.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty Blip-2: Boot- strapping language-image pre-training with frozen im- age encoders and large language models,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:02:09.421613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b0bb2a26-ba3c-4016-ae92-9ae64e92b46e · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T23:02:08.545946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cb48cad-f3e9-4253-b0ba-cf257a02d848 · outbound

This paper cites Vision- language models for vision tasks: A survey,.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty Vision- language models for vision tasks: A survey,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:02:09.400546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6dfb464c-2c30-4ee2-97b1-74794c68b23e · outbound

This paper cites Fusecap: Leveraging large language models for enriched fused image captions,.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty Fusecap: Leveraging large language models for enriched fused image captions,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:02:09.379255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9170e63a-9e74-4e09-8e5d-becabea71e97 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T23:02:08.576948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 262b4d05-2d78-44fc-98e6-00f4a681e510 · outbound

This paper cites Language models are few-shot learners,.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty Language models are few-shot learners,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:02:09.340719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 820b2e40-594f-4d63-9035-5efb8d270d2f · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T23:02:08.591033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa5387bf-2a3c-4abc-921d-c919ec08942f · outbound

This paper cites Confidence estimation of classification based on the distribution of the neural network output layer.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty Confidence estimation of classification based on the distribution of the neural network output layer

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T23:02:08.608807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9ff2103-8a00-43be-bd0b-97eae0f3d3a6 · outbound

This paper cites Consortium advancing technology for assessment of lost oil & gas wells (catalog),.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty Consortium advancing technology for assessment of lost oil & gas wells (catalog),

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:02:09.319861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d32b29c8-e938-48ac-9fde-6da899c1be43 · outbound

This paper cites Llava-next: Improved reasoning, ocr, and world knowledge,.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty Llava-next: Improved reasoning, ocr, and world knowledge,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:02:09.294391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e7b32306-7704-48cd-88ed-b73935baf886 · outbound

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

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T23:02:08.635946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaf78da4-ec95-42d3-9c27-3e524196cf1a · outbound

This paper cites Idefics2: A powerful 8b vision- language model for the community,.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty Idefics2: A powerful 8b vision- language model for the community,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:02:09.272189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 46fe7637-b405-4871-ad78-73a57c9e7ccd · outbound

This paper cites Improved Baselines with Visual Instruction Tuning.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty Improved Baselines with Visual Instruction Tuning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T23:02:08.654766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7e11345-9e82-4e3e-91d7-4dd47aca73b0 · outbound

This paper cites Cloud vision api,.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty Cloud vision api,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:02:09.226975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e84c9d11-b718-4820-955f-b1670f077902 · outbound

This paper cites A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T23:02:08.674689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ca13125-a440-4eb9-bc87-2a96e8275c65 · outbound

This paper cites INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T23:02:08.680923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 959029d9-1050-4b27-aae1-7d4e00eb54df · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty LLaMA: Open and Efficient Foundation Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T23:02:08.687735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a2a03a6-c124-48e7-b113-15b07fb66920 · outbound

This paper cites Unlocking solutions: In- novative approaches to identifying and mitigating the environmental impacts of undocumented orphan wells in the united states,.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty Unlocking solutions: In- novative approaches to identifying and mitigating the environmental impacts of undocumented orphan wells in the united states,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:02:09.203504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 50e06b5c-8edb-42fd-b93d-906521836ff7 · outbound

This paper cites Chatgpt-4o,.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty Chatgpt-4o,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:02:09.181086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 67f6812d-8981-4b2e-ac1e-7bf52599e7ba · outbound

This paper cites Corporate reports online,.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty Corporate reports online,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:02:09.155927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 92bbee0c-089a-45fb-9517-f22544d1938c · outbound

This paper cites Available: https://huggingface.co/ HuggingFaceM4/idefics2-8b 3.

Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty Available: https://huggingface.co/ HuggingFaceM4/idefics2-8b 3

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:02:09.246232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

No inbound Pith citation observations are available.