Paper Citation Record · LEDGER

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations

As of 8 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2508.09789.

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

pith.paper-citation-record.v1
2508.09789 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:52:15.689430Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

42 of 42 outbound references displayed

verified exact3
verified fuzzy2
unresolved37
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d055120f-4662-453a-a739-5b0970657c43 · outbound

This paper cites YouTube-8M: A Large-Scale Video Classification Benchmark.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations YouTube-8M: A Large-Scale Video Classification Benchmark

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:11.898760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53afb53d-4905-43c0-bc65-1518f0ee4249 · outbound

This paper cites MiniGPT4-Video: Advancing Multimodal LLMs for Video Understanding with Interleaved Visual-Textual Tokens.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations MiniGPT4-Video: Advancing Multimodal LLMs for Video Understanding with Interleaved Visual-Textual Tokens

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:11.947587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d50f3c6-2f7b-43f7-824d-93dd7f258105 · outbound

This paper cites Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:12.075305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4aea27eb-a000-40ae-97d5-04cafad7297d · outbound

This paper cites an unresolved cited work.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:12.159645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b29ad16e-a2c7-41a8-9d88-dc69fd749e74 · outbound

This paper cites VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:12.243640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6575eda3-5343-4888-aed5-b0c5c45f7e7b · outbound

This paper cites Efficient and Effective Adaptation of Multimodal Foundation Models in Sequential Recommendation.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Efficient and Effective Adaptation of Multimodal Foundation Models in Sequential Recommendation

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-05T20:52:16.342181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 79b52895-6a8c-4903-a674-86fdbc6965f4 · outbound

This paper cites an unresolved cited work.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:12.424673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49c69ce7-a34f-4d91-bc08-3387ece6a749 · outbound

This paper cites an unresolved cited work.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:52:18.133375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4aa7b084-5a4e-4ce3-95fa-6f81d215c617 · outbound

This paper cites an unresolved cited work.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:12.593453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d83c8282-6656-421f-8d58-e1728c634d8e · outbound

This paper cites an unresolved cited work.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:12.694792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daceec4b-7953-42e4-aafc-dbeb36d89a7a · outbound

This paper cites an unresolved cited work.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:52:17.968385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 06700e41-578c-4819-8852-7093726e7337 · outbound

This paper cites an unresolved cited work.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:52:17.807895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 76eb33c5-c78b-439b-82b7-0bd79bf9d56e · outbound

This paper cites an unresolved cited work.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:52:17.678604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 48250b28-9d41-47ee-8236-f27f6671d5d9 · outbound

This paper cites an unresolved cited work.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:12.924826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0722b8c9-6e91-4875-9b84-370a8afe9d33 · outbound

This paper cites an unresolved cited work.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:13.023547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a24d9033-1080-4dbb-b9ae-991b08888aea · outbound

This paper cites an unresolved cited work.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:13.052971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcbbc6c5-14c3-40dc-a0a5-f4e39207f35e · outbound

This paper cites A Content-Driven Micro-Video Recommendation Dataset at Scale.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations A Content-Driven Micro-Video Recommendation Dataset at Scale

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:13.166472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e5ab421-3e45-40ec-be4f-91e26bdca6c6 · outbound

This paper cites an unresolved cited work.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:13.243785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a42f05f0-5664-461f-a87a-80e70907432c · outbound

This paper cites an unresolved cited work.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:52:17.489037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation aac5cf76-5701-4a05-a699-4286a25a570f · outbound

This paper cites an unresolved cited work.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:13.429880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76c6d758-ba70-4ca7-aad7-346e57c4aae1 · outbound

This paper cites an unresolved cited work.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:13.545944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 127ea34d-e05c-456e-a5a0-9b5b23904366 · outbound

This paper cites an unresolved cited work.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:13.621368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1959898-0515-44cc-a1f7-c8d94f9be27c · outbound

This paper cites an unresolved cited work.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:52:17.311605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2594f7c6-066a-4613-b4fe-76768d84fb52 · outbound

This paper cites an unresolved cited work.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:52:17.121366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 97a12b12-cc48-407f-ac8f-54f3433ea9cc · outbound

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

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:13.893223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab16a572-6f9e-49a6-b90c-cb56da4db9b2 · outbound

This paper cites an unresolved cited work.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:13.977897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f32c961-9e88-48bf-8b6d-ee745e3bce15 · outbound

This paper cites an unresolved cited work.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:52:16.960276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 88e5fd52-a81c-4a8f-87ed-baeef4e07f6c · outbound

This paper cites an unresolved cited work.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:14.202485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ff7e7a7-7591-4063-abbe-a5a33a89ffb3 · outbound

This paper cites C-Pack: Packed Resources For General Chinese Embeddings.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations C-Pack: Packed Resources For General Chinese Embeddings

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:14.307646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a67f889-752a-44de-a832-b79c6c5c6f1b · outbound

This paper cites Qwen2.5-Omni Technical Report.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Qwen2.5-Omni Technical Report

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:14.402114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fb8cb3b-4fec-4145-b173-f02a7cad2cb9 · outbound

This paper cites an unresolved cited work.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:14.485175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 915ea390-591b-407b-adfc-d31a928fd135 · outbound

This paper cites an unresolved cited work.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:14.732843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36bc5dd1-7a63-4e1a-b7d2-e823b8e7094a · outbound

This paper cites Tenrec: A Large-scale Multipurpose Benchmark Dataset for Recommender Systems.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Tenrec: A Large-scale Multipurpose Benchmark Dataset for Recommender Systems

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-08-05T20:52:16.114245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9ad5f067-a670-4a12-bca3-54a75516314e · outbound

This paper cites Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:14.945706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3119bdb-4b74-4f4c-850b-44f8f265f529 · outbound

This paper cites Gundavarapu, Liangzhe Yuan, Hao Zhou, Shen Yan, Jen- nifer J.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Gundavarapu, Liangzhe Yuan, Hao Zhou, Shen Yan, Jen- nifer J

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:52:16.667824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 28361b96-a139-4637-afff-522bf6200c46 · outbound

This paper cites an unresolved cited work.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:15.235622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcebc30e-fec5-4ecb-b202-52b03f8cc715 · outbound

This paper cites an unresolved cited work.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:52:16.538053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b261718e-d345-4574-8354-0c6507ea43ee · outbound

This paper cites an unresolved cited work.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:15.523539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90c7369b-9612-4c3c-97dc-37408295e3d3 · outbound

This paper cites Is Extending Modality The Right Path Towards Omni-Modality?.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations Is Extending Modality The Right Path Towards Omni-Modality?

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-08-05T20:52:15.874065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d0348ab4-8f7e-4f04-9d18-a5074b52bb5e · outbound

This paper cites InProceedings of the 28th ACM International conference on Multimedia.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations InProceedings of the 28th ACM International conference on Multimedia

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:12.646185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2470fc22-7c73-4485-93db-eaba583f1b46 · outbound

This paper cites In Joint European Conference on Machine Learning and Knowledge Discovery in Databases.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations In Joint European Conference on Machine Learning and Knowledge Discovery in Databases

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-05T20:52:14.686234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6791eb2-d322-4c60-8638-505775694151 · outbound

This paper cites In Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part I.

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations In Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part I

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:52:16.791348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.