Paper Citation Record · LEDGER

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding

As of 11 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2608.06532.

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

pith.paper-citation-record.v1
2608.06532 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T04:22:10.264676Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

34 of 34 outbound references displayed

verified exact2
verified fuzzy0
unresolved30
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b0242208-10a3-45ec-ad05-f0c6e8fd0e5c · outbound

This paper cites The Internal State of an LLM Knows When It's Lying.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding The Internal State of an LLM Knows When It's Lying

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T04:22:10.095839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26efbeb2-f364-4cbe-9e36-d03d70072e39 · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T04:22:10.102616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb2c9447-3bbf-4073-901f-c2fed79dbd63 · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T04:22:10.108494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eaf9db8d-a151-4f22-88ed-0829ebdae5a6 · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:22:11.215332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d28643be-55c5-42cd-aa37-638053071a56 · outbound

This paper cites Instinct vs. Reflection: Unifying Token and Verbalized Confidence in Multimodal Large Models.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Instinct vs. Reflection: Unifying Token and Verbalized Confidence in Multimodal Large Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T04:22:10.119925Z

Source-reported events for the cited work

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Observation 91d80d4e-3d2a-401a-acc1-1d5027aebd43 · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:22:11.199373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 05ccdfb5-0bc4-4f27-ad84-ea3f3074d9a9 · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T04:22:10.131589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb152dab-7693-4fb7-84a7-488c0eebda3f · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:22:11.182935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 73022339-900d-49b7-8300-32d335f967b6 · outbound

This paper cites Weinberger.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Weinberger

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T04:22:10.141568Z

Source-reported events for the cited work

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Observation 937c8acf-4aa0-430f-8e67-02b64a4c878e · outbound

This paper cites FinGround: Detecting and Grounding Financial Hallucinations via Atomic Claim Verification.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding FinGround: Detecting and Grounding Financial Hallucinations via Atomic Claim Verification

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T04:22:10.146392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 926f5a82-85c4-4e8c-8a97-d3957eb8a4e1 · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Unresolved cited work

Reference 11

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc26d16a-3b96-4696-b862-6d222d495ed0 · outbound

This paper cites Hudson and Christopher D.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Hudson and Christopher D

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T04:22:10.156628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2e4cc4a-4fe5-46ea-9749-40c3b89da8cb · outbound

This paper cites FinanceBench: A New Benchmark for Financial Question Answering.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding FinanceBench: A New Benchmark for Financial Question Answering

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T04:22:10.161153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58e5824b-1957-49db-b7d9-75d12aca18f3 · outbound

This paper cites Language Models (Mostly) Know What They Know.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Language Models (Mostly) Know What They Know

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T04:22:10.166960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 070919bf-1755-4edd-a6a5-1eb6ced1145e · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:22:11.153695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4d31843c-3c46-4eb3-a74d-dfcab639bb87 · outbound

This paper cites Ghassemi.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Ghassemi

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T04:22:10.175973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27744faa-eb18-4d23-91cc-bcefa7d5133d · outbound

This paper cites Grounded or Guessing? LVLM Confidence Estimation via Blind-Image Contrastive Ranking.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Grounded or Guessing? LVLM Confidence Estimation via Blind-Image Contrastive Ranking

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b0eb7a81-2885-4ed0-8f52-cb00a283d975 · outbound

This paper cites Ghassemi.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Ghassemi

Reference 18

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b80766b6-187b-4e9f-8c9f-b532b56b6f3d · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Unresolved cited work

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f9631aa-a72d-437c-a51c-3b9ff1207098 · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Unresolved cited work

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b87732d-68e9-4fb5-8d54-504ae78bd7c2 · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T04:22:10.199514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b96a4ea0-1cdd-4836-b661-5f76d3e2e82c · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:22:11.114535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fbf7ff78-0e2f-4d46-9c46-a7ddb8934568 · outbound

This paper cites FinChart-Bench: Benchmarking Financial Chart Comprehension in Vision-Language Models.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding FinChart-Bench: Benchmarking Financial Chart Comprehension in Vision-Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T04:22:10.208458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a826ddb-bb5a-41c2-872f-653cd803ffe1 · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Unresolved cited work

Reference 24

Resolution: verified exact; raw_fallback, observed 2026-08-10T04:22:10.663848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9bd2d6ec-3d66-4f79-94d9-7a456b41bf09 · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Unresolved cited work

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 86eb3b34-a00e-4bc7-ad33-d168a5aabb22 · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:22:11.097038Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 64cebcf9-ea2d-42e2-8169-49b040b29037 · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:22:11.081325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5f5505af-532f-4dae-af24-c017de92d7dc · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T04:22:10.238583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f35d35f1-ef5e-4730-ba2c-bde619f05cd4 · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-10T04:22:11.053870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 26a8f931-09c2-4a2f-8551-c31a0fcc22f0 · outbound

This paper cites InFindings of the Association for Computational Linguistics: ACL 2025, Wanxiang Che, Joyce Nabende, Ekaterina Shutova, and Mohammad Taher Pilehvar (Eds.).

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding InFindings of the Association for Computational Linguistics: ACL 2025, Wanxiang Che, Joyce Nabende, Ekaterina Shutova, and Mohammad Taher Pilehvar (Eds.)

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T04:22:10.243599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 988f5078-fc36-4e62-bf4f-39916e22b357 · outbound

This paper cites VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T04:22:10.258973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31d4456c-d4cf-41b0-91fe-8de9e0f9dae9 · outbound

This paper cites Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T04:22:10.253409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ad43333-923d-442b-8aa2-e5153ecf836a · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T04:22:10.264676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d987f469-0e01-4b3a-aa3e-5c3c92016468 · outbound

This paper cites arXiv:2509.17481 [cs.CV] https://arxiv.org/abs/2509.17481.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding arXiv:2509.17481 [cs.CV] https://arxiv.org/abs/2509.17481

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-10T04:22:10.228420Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.