Paper Citation Record · LEDGER

Are MLMs Trapped in the Visual Room?

As of 9 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 1 inbound Pith citation observation for arXiv:2505.23272.

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

pith.paper-citation-record.v1
2505.23272 v2

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:54:27.130704Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-19T08:20:56.561166Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T08:22:10.936561Z

Reference resolution

23 of 23 outbound references displayed

verified exact0
verified fuzzy5
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 10197d36-6930-412d-943b-607fa623afb5 · outbound

This paper cites Advances in neural information processing systems35, 23716– 23736 (2022).

Are MLMs Trapped in the Visual Room? Advances in neural information processing systems35, 23716– 23736 (2022)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:54:28.081107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6a90386f-f6b1-4cf6-9e9f-6d65c061194c · outbound

This paper cites Qwen2.5-VL Technical Report.

Are MLMs Trapped in the Visual Room? Qwen2.5-VL Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:25.054856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b4ddf6d-1c1e-4d6f-9e42-8b6807b3a149 · outbound

This paper cites Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper).

Are MLMs Trapped in the Visual Room? Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper)

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:25.159760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5139d084-0e47-43d3-a0c9-ec38f6bb92da · outbound

This paper cites Advances in Neural Information Processing Systems37, 110805–110853 (2024).

Are MLMs Trapped in the Visual Room? Advances in Neural Information Processing Systems37, 110805–110853 (2024)

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:54:27.926495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 19863e85-f32f-4496-a8aa-4b9b282be700 · outbound

This paper cites an unresolved cited work.

Are MLMs Trapped in the Visual Room? Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:25.350577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59ba3b7d-bae5-4f2d-9f27-a7b0bdcedd10 · outbound

This paper cites GPT-4o System Card.

Are MLMs Trapped in the Visual Room? GPT-4o System Card

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:25.466576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02bc6d2b-074d-4321-8b2e-9ef466e960d9 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Are MLMs Trapped in the Visual Room? In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:25.598847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb71c79b-557a-4685-8682-775a215e124a · outbound

This paper cites In: International conference on machine learning.

Are MLMs Trapped in the Visual Room? In: International conference on machine learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:25.728615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9eb782d3-f035-447f-843a-565f68f4b0ac · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Are MLMs Trapped in the Visual Room? In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:25.856176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e29d5e5b-71d6-414e-9023-a1cc80353618 · outbound

This paper cites Generated Knowledge Prompting for Commonsense Reasoning.

Are MLMs Trapped in the Visual Room? Generated Knowledge Prompting for Commonsense Reasoning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:25.942571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d3d752f-9ee3-401d-9e15-2d0d2aa687e2 · outbound

This paper cites In: Proceedings of the 32nd ACM International Conference on Multimedia.

Are MLMs Trapped in the Visual Room? In: Proceedings of the 32nd ACM International Conference on Multimedia

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:54:27.742685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d7c945a3-792b-4025-a7e2-1e1504c5284a · outbound

This paper cites DeepSeek-VL: Towards Real-World Vision-Language Understanding.

Are MLMs Trapped in the Visual Room? DeepSeek-VL: Towards Real-World Vision-Language Understanding

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:26.194743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68e865bb-5934-4a6b-ad97-0c9996bb4c98 · outbound

This paper cites MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection System.

Are MLMs Trapped in the Visual Room? MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection System

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:26.308818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation baee13cc-5c43-43cc-b383-46088c667f8e · outbound

This paper cites In: International conference on machine learning.

Are MLMs Trapped in the Visual Room? In: International conference on machine learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:26.367430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b9972cb-ffeb-4639-9573-b00babf8f469 · outbound

This paper cites Scholarpedia4(8), 3100 (2009).

Are MLMs Trapped in the Visual Room? Scholarpedia4(8), 3100 (2009)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:54:27.597716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f815efce-317d-4461-a7f1-7c8f898e212d · outbound

This paper cites LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding.

Are MLMs Trapped in the Visual Room? LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:26.520235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e8d331a-8437-4602-8717-6fa5d7c5c7e3 · outbound

This paper cites Information Fusion 103, 102132 (2024).

Are MLMs Trapped in the Visual Room? Information Fusion 103, 102132 (2024)

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:26.649855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00371fb9-2991-4069-9f45-b31c4e4dd40c · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

Are MLMs Trapped in the Visual Room? Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:26.702049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8df1fdf-8a55-4fe2-8821-1465ea6aeebf · outbound

This paper cites Can GPT-4V(ision) Serve Medical Applications? Case Studies on GPT-4V for Multimodal Medical Diagnosis.

Are MLMs Trapped in the Visual Room? Can GPT-4V(ision) Serve Medical Applications? Case Studies on GPT-4V for Multimodal Medical Diagnosis

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:26.786207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7456e1fd-f150-46b0-9bba-6f41c97a0ce7 · outbound

This paper cites DialogueLLM: Context and Emotion Knowledge-Tuned Large Language Models for Emotion Recognition in Conversations.

Are MLMs Trapped in the Visual Room? DialogueLLM: Context and Emotion Knowledge-Tuned Large Language Models for Emotion Recognition in Conversations

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:26.879990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d057ae2d-c8ef-41de-b82c-769ac8f6f1c4 · outbound

This paper cites Advances in Neural Information Processing Systems36, 18794–18805 (2023).

Are MLMs Trapped in the Visual Room? Advances in Neural Information Processing Systems36, 18794–18805 (2023)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:54:27.444845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9279b93b-17e7-469f-a099-4376b71c4232 · outbound

This paper cites Multimodal Chain-of-Thought Reasoning in Language Models.

Are MLMs Trapped in the Visual Room? Multimodal Chain-of-Thought Reasoning in Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:27.034519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38fa8348-8c66-410d-89c0-fb7767f6dca1 · outbound

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

Are MLMs Trapped in the Visual Room? MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:27.130704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 51b99c23-2f2c-480c-9eaf-133d03052004 · inbound

Commander-GPT: Dividing and Routing for Multimodal Sarcasm Detection cites this paper.

Commander-GPT: Dividing and Routing for Multimodal Sarcasm Detection Are MLMs Trapped in the Visual Room?

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-19T08:22:10.940154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.