Paper Citation Record · LEDGER

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation

As of 7 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 1 inbound Pith citation observation for arXiv:2506.01293.

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

pith.paper-citation-record.v1
2506.01293 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:51:16.306201Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-18T04:32:54.811976Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T04:35:52.532541Z

Reference resolution

54 of 54 outbound references displayed

verified exact1
verified fuzzy7
unresolved46
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f85a4ec7-6c68-4f24-abca-ade0c4b7fd47 · outbound

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

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:14.934338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd6c2653-a238-4fec-bac9-d7846396b54f · outbound

This paper cites Bollacker, Colin Evans, Praveen K.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Bollacker, Colin Evans, Praveen K

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:14.970760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e07069e-e5df-4098-81cf-dbfd16e72bac · outbound

This paper cites an unresolved cited work.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:51:17.993288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0e6fe2f7-205c-4d23-bd7a-9b9e7cd2f583 · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:14.988403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f17ef87-211b-4f7f-b9d8-c474e5c30f8a · outbound

This paper cites Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:15.009701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa49860d-a675-4ad9-a8de-52023691e378 · outbound

This paper cites an unresolved cited work.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:51:17.924839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e2fd3f54-1f23-4ee1-b89c-9dd83b27e8a9 · outbound

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

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:15.139416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b61334d-4eec-4a94-a82b-1102f8b727c1 · outbound

This paper cites The Llama 3 Herd of Models.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation The Llama 3 Herd of Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:15.219504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15910943-7fd6-4bd0-975b-f2f21ac59ccd · outbound

This paper cites MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:15.288212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4925e626-4ae7-49a8-b780-4c964a3ff5d8 · outbound

This paper cites OneLLM: One Framework to Align All Modalities with Language.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation OneLLM: One Framework to Align All Modalities with Language

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:15.373641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e80e2c79-5e1e-4f6c-9775-848493ee149c · outbound

This paper cites an unresolved cited work.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:51:17.854091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0eb020bb-8e50-4a9f-acea-e9b1639499a3 · outbound

This paper cites an unresolved cited work.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:51:17.788961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation be20d428-de4b-4cc9-8280-f5ab42511894 · outbound

This paper cites Scaling Laws for Neural Language Models.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Scaling Laws for Neural Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:15.555590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e719622-a401-43e0-a42b-976544239029 · outbound

This paper cites Gonzalez, Hao Zhang, and Ion Stoica.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Gonzalez, Hao Zhang, and Ion Stoica

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:15.562728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e806497e-639d-4bae-bba5-4399b5d1bdd1 · outbound

This paper cites an unresolved cited work.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:51:17.716792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c0795128-4efc-4446-86c4-9c94afd16760 · outbound

This paper cites an unresolved cited work.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:51:17.647745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 42dd0028-a61c-4a3e-ac92-de6042eef898 · outbound

This paper cites an unresolved cited work.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:15.580176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cd4d6ec-cbbd-4a28-a9d7-34499724d3c9 · outbound

This paper cites an unresolved cited work.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:15.645016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdd1339f-8475-4367-8077-3a72f326d1ad · outbound

This paper cites an unresolved cited work.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:15.711014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fae42c11-6228-4121-9762-281257b6f578 · outbound

This paper cites Rosenblum.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Rosenblum

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:51:17.504730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d807275d-f543-4f33-8acb-d65b268182fe · outbound

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

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation DeepSeek-VL: Towards Real-World Vision-Language Understanding

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:15.958555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a893f4d-30ef-46cb-b8a5-d0f12402f4c6 · outbound

This paper cites an unresolved cited work.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:51:17.435202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c85ec951-f156-43e0-84cf-e2c17e0951ab · outbound

This paper cites an unresolved cited work.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:51:17.365615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c2c8a216-8a1f-4b63-b8bc-cb9df591cb30 · outbound

This paper cites an unresolved cited work.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:51:17.294513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5afbda54-7bd4-43f5-851d-e66c2984b371 · outbound

This paper cites Joty, and Enamul Hoque.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Joty, and Enamul Hoque

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:16.149377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ef70f23-95af-4c05-a03f-d49bda4aa050 · outbound

This paper cites GPT-4 Technical Report.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation GPT-4 Technical Report

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:16.160550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8a2edcd-f88f-4f70-bafe-cbadfc14f834 · outbound

This paper cites GPT-4o System Card.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation GPT-4o System Card

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:16.166355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c37cfed-053a-4551-a000-4f8175778a67 · outbound

This paper cites Kuaipedia: a Large-scale Multi-modal Short-video Encyclopedia.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Kuaipedia: a Large-scale Multi-modal Short-video Encyclopedia

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:16.171723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c7e798d-c948-4f30-852d-2019d917333f · outbound

This paper cites an unresolved cited work.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:16.175972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de866fb6-b880-41cd-8ac0-662a665fff80 · outbound

This paper cites Learning Transferable Visual Models From Natural Language Supervision.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Learning Transferable Visual Models From Natural Language Supervision

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:16.188018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f227e881-ef47-4bef-94d7-0b0e3a407181 · outbound

This paper cites How to Bridge the Gap between Modalities: Survey on Multimodal Large Language Model.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation How to Bridge the Gap between Modalities: Survey on Multimodal Large Language Model

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:16.195471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0388242-6620-4555-affc-a1e8af75cd0c · outbound

This paper cites Chameleon: Mixed-Modal Early-Fusion Foundation Models.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Chameleon: Mixed-Modal Early-Fusion Foundation Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:16.201170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98e5c32a-6400-4507-be1b-19e49f40accd · outbound

This paper cites IEEE Trans.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation IEEE Trans

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:51:17.152517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7be4cc69-8431-4813-a8a1-34237f9c3da4 · outbound

This paper cites Chawla, and Panpan Xu.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Chawla, and Panpan Xu

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:51:17.081367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 30853f77-c422-463d-90b4-d2f0e6c45910 · outbound

This paper cites an unresolved cited work.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:51:17.008897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7c2ccbc7-c146-4aff-8724-9abc7024cb9c · outbound

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

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:16.225420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d66bcf13-144d-4bd6-b517-58efaba1c970 · outbound

This paper cites an unresolved cited work.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:16.207299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69cc3f49-50a9-4637-a92e-116397dcb47a · outbound

This paper cites an unresolved cited work.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:51:16.867705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a7b9fe35-3a97-47f2-9a05-93ac6ac27d10 · outbound

This paper cites an unresolved cited work.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:51:16.797502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ad2e5686-ddc5-4ae3-bee1-fad971c0b80d · outbound

This paper cites DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:16.255941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2525553e-e713-4d49-a377-b3ea977ecf0a · outbound

This paper cites an unresolved cited work.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:16.232549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5c14feb-38b6-463f-b5e5-374bfdb6c4f6 · outbound

This paper cites an unresolved cited work.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:51:16.727299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8f68fa8f-97f5-46ce-a1a4-44fbfd0dc2a0 · outbound

This paper cites an unresolved cited work.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:51:16.646606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 169f654e-76f6-47f3-a49b-bffe7a36218c · outbound

This paper cites VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:16.278433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bd727e8-f489-4b97-b52c-73ca5150b444 · outbound

This paper cites Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:51:16.360772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 091b15b2-f200-4028-937f-f7da0a9aa7fb · outbound

This paper cites MiniCPM-V: A GPT-4V Level MLLM on Your Phone.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:16.261704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 856c8394-6ef6-41f2-91a9-9fe980927cd9 · outbound

This paper cites an unresolved cited work.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:51:16.504504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8a11779f-a22c-4535-89f1-15ed8176387e · outbound

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

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:16.299953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4b93b65-7163-43f6-909c-f0408dc942e7 · outbound

This paper cites Connector-S: A Survey of Connectors in Multi-modal Large Language Models.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Connector-S: A Survey of Connectors in Multi-modal Large Language Models

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:16.306201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4829ac6a-63d3-4b1f-8663-c0bec75ce00c · outbound

This paper cites an unresolved cited work.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:51:16.575342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2b7dc90c-492d-4d66-8c2b-f91d0e9d055d · outbound

This paper cites In SIGMOD Conference.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation In SIGMOD Conference

Reference 2008

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:51:18.063411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d21b96e8-6096-40dd-bd36-a3ae3269e3cd · outbound

This paper cites In ACL (Findings).

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation In ACL (Findings)

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:51:17.221590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 184a5668-ea23-4763-899d-e8248b653917 · outbound

This paper cites In ACM Multimedia.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation In ACM Multimedia

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:51:16.939546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 43e48b18-3428-4434-a82b-096c9b79dab2 · outbound

This paper cites In ECCV (6) (Lecture Notes in Computer Science, Vol.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation In ECCV (6) (Lecture Notes in Computer Science, Vol

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:51:17.574672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation 79b94a1b-5a30-405f-8010-acead9ca0538 · inbound

Structured and Abstractive Reasoning on Multi-modal Relational Knowledge Images cites this paper.

Structured and Abstractive Reasoning on Multi-modal Relational Knowledge Images Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-18T04:35:52.534603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.