Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T00:52:21.762363Z
Paper Citation Record · LEDGER
ViLLA-MMBench: A Unified Benchmark Suite for LLM-Augmented Multimodal Movie Recommendation
As of 22 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 1 inbound Pith citation observation for arXiv:2508.04206.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-27T14:42:10.975540Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T03:47:35.693365Z
Reference resolution
22 of 22 outbound references displayed
- verified exact0
- verified fuzzy9
- unresolved13
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 9dd8ac1d-68c7-4b39-a7a1-e8bdaa057672 · outbound
This paper cites Deldjoo, M.
ViLLA-MMBench: A Unified Benchmark Suite for LLM-Augmented Multimodal Movie Recommendation Deldjoo, M
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T00:52:24.986481Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1e813b31-b548-4de8-b8aa-6736edb77484 · outbound
This paper cites an unresolved cited work.
ViLLA-MMBench: A Unified Benchmark Suite for LLM-Augmented Multimodal Movie Recommendation Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T00:52:24.847467Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9f96843b-62c2-4de9-8064-393663ddc718 · outbound
This paper cites an unresolved cited work.
ViLLA-MMBench: A Unified Benchmark Suite for LLM-Augmented Multimodal Movie Recommendation Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T00:52:24.668593Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation adbabba6-fbd4-4405-91ef-5fd09d143c26 · outbound
This paper cites A Content-Driven Micro-Video Recommendation Dataset at Scale.
ViLLA-MMBench: A Unified Benchmark Suite for LLM-Augmented Multimodal Movie Recommendation A Content-Driven Micro-Video Recommendation Dataset at Scale
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:52:20.162364Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e9a49e9-3391-45db-85a9-f3436f039c0b · outbound
This paper cites YouTube-8M: A Large-Scale Video Classification Benchmark.
ViLLA-MMBench: A Unified Benchmark Suite for LLM-Augmented Multimodal Movie Recommendation YouTube-8M: A Large-Scale Video Classification Benchmark
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:52:20.245801Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8aaae8e2-9307-4cc3-b0db-3db535bcccb5 · outbound
This paper cites Zhou, ``Mmrec: Simplifying multimodal recommendation,'' in Proceedings of the 5th ACM International Conference on Multimedia in Asia Workshops, 2023, pp.
ViLLA-MMBench: A Unified Benchmark Suite for LLM-Augmented Multimodal Movie Recommendation Zhou, ``Mmrec: Simplifying multimodal recommendation,'' in Proceedings of the 5th ACM International Conference on Multimedia in Asia Workshops, 2023, pp
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T00:52:24.450553Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a4461401-a356-4acb-b327-ce6a8b4a7874 · outbound
This paper cites an unresolved cited work.
ViLLA-MMBench: A Unified Benchmark Suite for LLM-Augmented Multimodal Movie Recommendation Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T00:52:24.336502Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7b08006f-5c4c-48bc-a756-05218d322e98 · outbound
This paper cites an unresolved cited work.
ViLLA-MMBench: A Unified Benchmark Suite for LLM-Augmented Multimodal Movie Recommendation Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T00:52:24.204048Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e6fe0da9-da07-479a-a052-772459f8317b · outbound
This paper cites Attimonelli, D.
ViLLA-MMBench: A Unified Benchmark Suite for LLM-Augmented Multimodal Movie Recommendation Attimonelli, D
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:52:20.649091Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 538cbbb1-9f7b-481a-bdca-0132e2c4d31c · outbound
This paper cites an unresolved cited work.
ViLLA-MMBench: A Unified Benchmark Suite for LLM-Augmented Multimodal Movie Recommendation Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T00:52:24.031599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1218bdfd-c71c-4097-97b6-65c54ac74393 · outbound
This paper cites Attimonelli, D.
ViLLA-MMBench: A Unified Benchmark Suite for LLM-Augmented Multimodal Movie Recommendation Attimonelli, D
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T00:52:23.857260Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation bf739d6f-05fd-40e5-bf9b-2567a8531986 · outbound
This paper cites Rec-GPT4V: Multimodal Recommendation with Large Vision-Language Models.
ViLLA-MMBench: A Unified Benchmark Suite for LLM-Augmented Multimodal Movie Recommendation Rec-GPT4V: Multimodal Recommendation with Large Vision-Language Models
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:52:20.947043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d03b59d0-c496-4b31-9c06-627dd1f195a6 · outbound
This paper cites an unresolved cited work.
ViLLA-MMBench: A Unified Benchmark Suite for LLM-Augmented Multimodal Movie Recommendation Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T00:52:23.649803Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1aaf3904-e487-4c21-ba94-888843fd62fd · outbound
This paper cites Koren, R.
ViLLA-MMBench: A Unified Benchmark Suite for LLM-Augmented Multimodal Movie Recommendation Koren, R
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T00:52:23.530219Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 21b13d8a-e9a6-4836-8322-2e34bfb70cda · outbound
This paper cites Liang, R.
ViLLA-MMBench: A Unified Benchmark Suite for LLM-Augmented Multimodal Movie Recommendation Liang, R
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T00:52:23.382740Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0f8ef9bf-fccc-46bb-8a91-cd02ad2377a6 · outbound
This paper cites McAuley and J.
ViLLA-MMBench: A Unified Benchmark Suite for LLM-Augmented Multimodal Movie Recommendation McAuley and J
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T00:52:23.262514Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1aa69449-8cb3-4908-aa91-3a0a81f495c0 · outbound
This paper cites an unresolved cited work.
ViLLA-MMBench: A Unified Benchmark Suite for LLM-Augmented Multimodal Movie Recommendation Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T00:52:23.046561Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2dc740be-4445-4193-98f9-a0d944016b86 · outbound
This paper cites He and J.
ViLLA-MMBench: A Unified Benchmark Suite for LLM-Augmented Multimodal Movie Recommendation He and J
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T00:52:22.888091Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8435100c-16c9-488b-a6de-bc7bf56e024a · outbound
This paper cites also-viewed.
ViLLA-MMBench: A Unified Benchmark Suite for LLM-Augmented Multimodal Movie Recommendation also-viewed
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T00:52:22.679691Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e48c22ea-44a0-4f56-ba6a-cb375d2083a2 · outbound
This paper cites an unresolved cited work.
ViLLA-MMBench: A Unified Benchmark Suite for LLM-Augmented Multimodal Movie Recommendation Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T00:52:22.491129Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 00837fba-31a8-48ef-b280-481cc59c26af · outbound
This paper cites an unresolved cited work.
ViLLA-MMBench: A Unified Benchmark Suite for LLM-Augmented Multimodal Movie Recommendation Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T00:52:22.275490Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 889947f3-08f7-4825-b433-ffccdace1c39 · outbound
This paper cites Salah, Q.-T.
ViLLA-MMBench: A Unified Benchmark Suite for LLM-Augmented Multimodal Movie Recommendation Salah, Q.-T
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T00:52:22.077445Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Pith citing papers
Observation 673ba97e-e191-4ed3-80c7-841203bd7350 · inbound
Popcorn: A Configurable Benchmark for Visual Evidence in Multimodal Movie Recommendation cites this paper.
Popcorn: A Configurable Benchmark for Visual Evidence in Multimodal Movie Recommendation ViLLA-MMBench: A Unified Benchmark Suite for LLM-Augmented Multimodal Movie Recommendation
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T03:47:35.694978Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.