Paper Citation Record · LEDGER

MSA at ImageCLEF 2025 Multimodal Reasoning: Multilingual Multimodal Reasoning With Ensemble Vision Language Models

As of 10 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 1 inbound Pith citation observation for arXiv:2507.11114.

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

pith.paper-citation-record.v1
2507.11114 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:21:31.476211Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-13T03:00:51.318412Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

19 of 19 outbound references displayed

verified exact1
verified fuzzy9
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 92470eb8-9efe-42d2-9980-248036356263 · outbound

This paper cites Zhang, J.

MSA at ImageCLEF 2025 Multimodal Reasoning: Multilingual Multimodal Reasoning With Ensemble Vision Language Models Zhang, J

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:21:31.905378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f0ebc0d1-93a4-4554-b8ad-342654e74dde · outbound

This paper cites Exploring the Reasoning Abilities of Multimodal Large Language Models (MLLMs): A Comprehensive Survey on Emerging Trends in Multimodal Reasoning.

MSA at ImageCLEF 2025 Multimodal Reasoning: Multilingual Multimodal Reasoning With Ensemble Vision Language Models Exploring the Reasoning Abilities of Multimodal Large Language Models (MLLMs): A Comprehensive Survey on Emerging Trends in Multimodal Reasoning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T17:21:31.404396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c1a05da-e30b-42c1-a013-8bcd0f13e334 · outbound

This paper cites an unresolved cited work.

MSA at ImageCLEF 2025 Multimodal Reasoning: Multilingual Multimodal Reasoning With Ensemble Vision Language Models Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T17:21:31.408964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ad7f9ac-8795-4f5d-95a6-fbdb1fba706a · outbound

This paper cites an unresolved cited work.

MSA at ImageCLEF 2025 Multimodal Reasoning: Multilingual Multimodal Reasoning With Ensemble Vision Language Models Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:21:31.894357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a6f10935-7194-4020-a331-c6cc9f155762 · outbound

This paper cites Huang, et al., M3exam: A multilingual, multimodal, multilevel benchmark for examining large language models, in: NeurIPS Datasets and Benchmarks Track, 2023.

MSA at ImageCLEF 2025 Multimodal Reasoning: Multilingual Multimodal Reasoning With Ensemble Vision Language Models Huang, et al., M3exam: A multilingual, multimodal, multilevel benchmark for examining large language models, in: NeurIPS Datasets and Benchmarks Track, 2023

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:21:31.884289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4ca57af0-7765-4b7d-88df-1aa8fe32a921 · outbound

This paper cites an unresolved cited work.

MSA at ImageCLEF 2025 Multimodal Reasoning: Multilingual Multimodal Reasoning With Ensemble Vision Language Models Unresolved cited work

Reference 7

Resolution: verified exact; raw_fallback, observed 2026-08-06T17:21:31.710786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5c6d92af-a4f8-4e0d-9de5-f11ea9f2a027 · outbound

This paper cites Dimitrov, M.

MSA at ImageCLEF 2025 Multimodal Reasoning: Multilingual Multimodal Reasoning With Ensemble Vision Language Models Dimitrov, M

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:21:31.873465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f8bdb6af-5c30-4b2d-862e-2737345e9e68 · outbound

This paper cites Ionescu, H.

MSA at ImageCLEF 2025 Multimodal Reasoning: Multilingual Multimodal Reasoning With Ensemble Vision Language Models Ionescu, H

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:21:31.863199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a7672fc2-0c8b-453f-821f-56b28ce2e13a · outbound

This paper cites M4U: Evaluating Multilingual Understanding and Reasoning for Large Multimodal Models.

MSA at ImageCLEF 2025 Multimodal Reasoning: Multilingual Multimodal Reasoning With Ensemble Vision Language Models M4U: Evaluating Multilingual Understanding and Reasoning for Large Multimodal Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T17:21:31.440457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac521802-bc06-497e-8b97-05af889726f3 · outbound

This paper cites Zhang, M.

MSA at ImageCLEF 2025 Multimodal Reasoning: Multilingual Multimodal Reasoning With Ensemble Vision Language Models Zhang, M

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:21:31.853022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 55962e93-2d13-45da-866e-11bf31b14607 · outbound

This paper cites Language Models are Multilingual Chain-of-Thought Reasoners.

MSA at ImageCLEF 2025 Multimodal Reasoning: Multilingual Multimodal Reasoning With Ensemble Vision Language Models Language Models are Multilingual Chain-of-Thought Reasoners

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T17:21:31.452850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c67d9fd-629d-4a86-8262-13bf014a3514 · outbound

This paper cites an unresolved cited work.

MSA at ImageCLEF 2025 Multimodal Reasoning: Multilingual Multimodal Reasoning With Ensemble Vision Language Models Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T17:21:31.455296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d562751-8eec-4e9d-b3d0-72c93878a930 · outbound

This paper cites an unresolved cited work.

MSA at ImageCLEF 2025 Multimodal Reasoning: Multilingual Multimodal Reasoning With Ensemble Vision Language Models Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:21:31.841294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 43f61f8a-3aa4-4aee-b567-374803ebd6ff · outbound

This paper cites Accessed: 2025-03-15.

MSA at ImageCLEF 2025 Multimodal Reasoning: Multilingual Multimodal Reasoning With Ensemble Vision Language Models Accessed: 2025-03-15

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:21:31.831966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 63caafe2-1361-4995-9fad-3dbb5499b695 · outbound

This paper cites Accessed: 2025-01-10.

MSA at ImageCLEF 2025 Multimodal Reasoning: Multilingual Multimodal Reasoning With Ensemble Vision Language Models Accessed: 2025-01-10

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:21:31.820829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0f126019-ecbf-4787-b9d4-364c8322d39f · outbound

This paper cites Accessed: 2025-05-28.

MSA at ImageCLEF 2025 Multimodal Reasoning: Multilingual Multimodal Reasoning With Ensemble Vision Language Models Accessed: 2025-05-28

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:21:31.810382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c849ec16-283d-49a4-8dfc-a9fb5dc2b533 · outbound

This paper cites Phi-4 Technical Report.

MSA at ImageCLEF 2025 Multimodal Reasoning: Multilingual Multimodal Reasoning With Ensemble Vision Language Models Phi-4 Technical Report

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T17:21:31.469737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58cbb8ad-5ddf-4a5b-ba60-a8177482ab0d · outbound

This paper cites DeepMind, Gemma Team, Gemma 3: Advancing open language models, https://blog.google/ technology/developers/gemma-3-google-new-open-model/, 2024.

MSA at ImageCLEF 2025 Multimodal Reasoning: Multilingual Multimodal Reasoning With Ensemble Vision Language Models DeepMind, Gemma Team, Gemma 3: Advancing open language models, https://blog.google/ technology/developers/gemma-3-google-new-open-model/, 2024

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:21:31.800766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation aea30014-7dc6-4b96-9110-31fe232355ff · outbound

This paper cites Mistral 7B.

MSA at ImageCLEF 2025 Multimodal Reasoning: Multilingual Multimodal Reasoning With Ensemble Vision Language Models Mistral 7B

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T17:21:31.476211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation cf2ba68c-894c-4090-8107-87739cb3a732 · inbound

Test-Time Scaling for Small VLMs on Multilingual Visual MCQ cites this paper.

Test-Time Scaling for Small VLMs on Multilingual Visual MCQ MSA at ImageCLEF 2025 Multimodal Reasoning: Multilingual Multimodal Reasoning With Ensemble Vision Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-13T03:00:51.318412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.