Paper Citation Record · LEDGER

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence

As of 17 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2608.12928.

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

pith.paper-citation-record.v1
2608.12928 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:29:36.511758Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

37 of 37 outbound references displayed

verified exact5
verified fuzzy19
unresolved12
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5bb8eb6c-56a3-45a5-8aac-95779aa588d2 · outbound

This paper cites Annotation-Efficient Vision-Language Model Adaptation to the P olish Language Using the LL a VA Framework.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence Annotation-Efficient Vision-Language Model Adaptation to the P olish Language Using the LL a VA Framework

Reference 1

Resolution: verified exact; doi, observed 2026-08-15T20:29:36.675027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6e8e333a-6354-4116-a902-872d918ef6b7 · outbound

This paper cites Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language Models.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T20:29:36.312340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b86cc106-17f9-405b-8a07-97968fe25467 · outbound

This paper cites an unresolved cited work.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T20:29:36.318911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a21dfa53-e633-43d0-9480-f83bd6259e16 · outbound

This paper cites an unresolved cited work.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:29:37.240769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6e66ba6e-e602-4945-b4a2-a9115a8d43fb · outbound

This paper cites LLMzSz{\L}: a comprehensive LLM benchmark for Polish.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence LLMzSz{\L}: a comprehensive LLM benchmark for Polish

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T20:29:36.329103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c779479-debc-4302-9ca2-ea3b88e9ece3 · outbound

This paper cites Towards Developing a Multilingual and Code-Mixed Visual Question Answering System by Knowledge Distillation.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence Towards Developing a Multilingual and Code-Mixed Visual Question Answering System by Knowledge Distillation

Reference 6

Resolution: verified exact; doi, observed 2026-08-15T20:29:36.644951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7324f780-42e1-405a-951e-7fa99fdb3438 · outbound

This paper cites 2026 , howpublished =.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence 2026 , howpublished =

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T20:29:36.340195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6dcadf2-b077-40a9-b50d-4267e6426bd9 · outbound

This paper cites Artifacts or Abduction: How Do LLM s Answer Multiple-Choice Questions Without the Question?.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence Artifacts or Abduction: How Do LLM s Answer Multiple-Choice Questions Without the Question?

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T20:29:36.345009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fafc7553-1c75-48bc-89c8-43a8a8a8da71 · outbound

This paper cites Which of These Best Describes Multiple Choice Evaluation with LLM s? A) Forced B ) Flawed C ) Fixable D ) All of the Above.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence Which of These Best Describes Multiple Choice Evaluation with LLM s? A) Forced B ) Flawed C ) Fixable D ) All of the Above

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T20:29:36.350616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebae2032-79f3-46cf-b609-c67697eed21f · outbound

This paper cites 2024 , eprint=.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence 2024 , eprint=

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:37.212959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fadff88d-5e42-49f0-be31-a6424e337509 · outbound

This paper cites 2026 , eprint=.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence 2026 , eprint=

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:37.197292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1cf1a991-894a-4974-bde3-e270a58ba985 · outbound

This paper cites P olish- E nglish medical knowledge transfer: A new benchmark and results.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence P olish- E nglish medical knowledge transfer: A new benchmark and results

Reference 12

Resolution: verified exact; doi, observed 2026-08-15T20:29:36.603198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4712cd2c-f4cc-4d89-9186-52556622934a · outbound

This paper cites 2026 , howpublished =.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence 2026 , howpublished =

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:37.179988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1fb96ccd-4941-475d-ba38-da945edd99a1 · outbound

This paper cites reVISION: A Polish Benchmark for Evaluating Vision-Language Models on Multimodal National Exam Data , year=.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence reVISION: A Polish Benchmark for Evaluating Vision-Language Models on Multimodal National Exam Data , year=

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:37.162874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 739db54a-6095-4bac-8179-aabea38c55ad · outbound

This paper cites an unresolved cited work.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence Unresolved cited work

Reference 15

Resolution: parse uncertain; no resolver link, observed 2026-08-15T20:29:36.385425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f6bc3f5-3ce0-47be-80bd-a3dcedf33b41 · outbound

This paper cites EXAMS - V : A Multi-Discipline Multilingual Multimodal Exam Benchmark for Evaluating Vision Language Models.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence EXAMS - V : A Multi-Discipline Multilingual Multimodal Exam Benchmark for Evaluating Vision Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T20:29:36.390344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57e16b8a-ec2d-47d9-82ed-1c4ada1f788d · outbound

This paper cites Scientific Data , volume =.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence Scientific Data , volume =

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:37.132443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3d4d9ad8-3132-4698-909a-ae4531d9819d · outbound

This paper cites Hasan and Yuan Ling and Oladimeji Farri and Joey Liu and Matthew Lungren and Henning M\"uller , title =.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence Hasan and Yuan Ling and Oladimeji Farri and Joey Liu and Matthew Lungren and Henning M\"uller , title =

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:37.114905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c2bcd8d3-acda-45e9-9542-98355b1155f1 · outbound

This paper cites Working Notes of.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence Working Notes of

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:37.099163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f9282cce-b387-4bda-a53f-9716ac164c9a · outbound

This paper cites Overview of the.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence Overview of the

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:37.081451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3fec154f-b382-48cd-be7b-0009c73b91aa · outbound

This paper cites Overview of the.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence Overview of the

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:37.064348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 82f46247-4765-4af9-9030-0677df9fa20d · outbound

This paper cites Towards Visual Question Answering on Pathology Images.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence Towards Visual Question Answering on Pathology Images

Reference 22

Resolution: verified exact; doi, observed 2026-08-15T20:29:36.574969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 78aa71c5-06b6-4bf9-b104-6cb1e15c0486 · outbound

This paper cites 2023 , url =.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence 2023 , url =

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:37.046942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 79fc0afd-ae17-4a9b-bc6e-8910cc9fd4a4 · outbound

This paper cites Towards Injecting Medical Visual Knowledge into Multimodal.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence Towards Injecting Medical Visual Knowledge into Multimodal

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T20:29:36.434677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fca90e38-987f-4ac9-ae39-6768095dc8e8 · outbound

This paper cites Slake: A Semantically-Labeled Knowledge-Enhanced Dataset For Medical Visual Question Answering , year=.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence Slake: A Semantically-Labeled Knowledge-Enhanced Dataset For Medical Visual Question Answering , year=

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:37.029961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1212fc71-0220-46ea-a611-2b24262e91a6 · outbound

This paper cites Findings of the Association for Computational Linguistics: NAACL 2025 , month = apr, year =.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence Findings of the Association for Computational Linguistics: NAACL 2025 , month = apr, year =

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T20:29:36.446248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff307ca8-b3d4-4ffa-9fd5-6cfb8977c520 · outbound

This paper cites 2025 IEEE 38th International Symposium on Computer-Based Medical Systems (CBMS) , pages =.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence 2025 IEEE 38th International Symposium on Computer-Based Medical Systems (CBMS) , pages =

Reference 27

Resolution: verified exact; raw_fallback, observed 2026-08-15T20:29:36.800339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 04345bf1-17ac-4095-9fe3-5cf547e4e1fc · outbound

This paper cites Kennedy and Yetisgen, Meliha , journal =.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence Kennedy and Yetisgen, Meliha , journal =

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:37.011750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 21af4605-4313-4587-b467-3e730494ca3f · outbound

This paper cites 2026 , eprint =.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence 2026 , eprint =

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:36.992710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9bb25061-9002-47d0-9ef9-fb2c3fb194ff · outbound

This paper cites 2026 , eprint =.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence 2026 , eprint =

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:36.972988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 48dac0f7-b239-451d-82ea-da3ec9c1898a · outbound

This paper cites Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , pages =.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , pages =

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T20:29:36.479021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e058d13f-4693-4d8d-9e44-63f4039f7497 · outbound

This paper cites Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , pages =.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , pages =

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:36.939448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 16a1aa4b-b433-484d-90c4-53d3ee81b408 · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence Advances in Neural Information Processing Systems , volume =

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:36.918653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 91e51785-758e-404c-bc9f-fdff3555d96d · outbound

This paper cites 2019 , url =.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence 2019 , url =

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:36.899571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a85235f7-e669-4f08-bae5-393a6f2f4019 · outbound

This paper cites Computer Vision -- ECCV 2020 , series =.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence Computer Vision -- ECCV 2020 , series =

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:36.879616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9c667f1e-cb29-4d80-90e7-fdc15d74782e · outbound

This paper cites Medical Image Computing and Computer Assisted Intervention -- MICCAI 2023 , series =.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence Medical Image Computing and Computer Assisted Intervention -- MICCAI 2023 , series =

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:36.860669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1af0deff-77e2-46bb-bc5f-a9d784084bf1 · outbound

This paper cites an unresolved cited work.

Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:29:36.838867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.