Paper Citation Record · LEDGER

VModA: An Effective Framework for Adaptive NSFW Image Moderation

As of 9 August 2026, this Paper Citation Record lists 85 of 85 outbound references and 1 inbound Pith citation observation for arXiv:2505.23386.

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

pith.paper-citation-record.v1
2505.23386 v1

Coverage vector

measured 85 of 85 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:50:50.335880Z

measured 86 of 86 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T22:56:26.674841Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T16:07:09.234110Z

Reference resolution

85 of 85 outbound references displayed

verified exact1
verified fuzzy51
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bbfd3003-fc9d-4d9b-87e0-8b5e1b7b1c4a · outbound

This paper cites Not safe for work,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Not safe for work,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:41.805703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48c467a3-1823-48d8-94cd-b41d708bfea4 · outbound

This paper cites Momo challenge hoax,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Momo challenge hoax,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:41.932368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 001b07ec-6900-4cd0-99b5-62ee2dd64ee0 · outbound

This paper cites Multi-level detector for pornographic content using cnn models,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Multi-level detector for pornographic content using cnn models,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:42.060214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ab2cda0-debe-43c0-ad47-6c335501881f · outbound

This paper cites Pornographic content classification using deep-learning,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Pornographic content classification using deep-learning,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:42.151331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5efb671c-422b-4297-9a9f-0aa57eeedb33 · outbound

This paper cites A motion-based approach for real-time detection of pornographic content in videos,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation A motion-based approach for real-time detection of pornographic content in videos,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:42.285128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77f82ba8-515e-4f03-bc58-6f131ec21154 · outbound

This paper cites Moderating illicit online image promotion for unsafe user generated content games using large vision language models,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Moderating illicit online image promotion for unsafe user generated content games using large vision language models,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:05.466024Z

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 323cf239-2ba2-49af-b051-6afba3eb49fd · outbound

This paper cites Audiovisual dependency attention for violence detection in videos,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Audiovisual dependency attention for violence detection in videos,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:05.114641Z

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 b8bc7551-ab8b-42bf-a97c-29d6edea5f5b · outbound

This paper cites Ai-assisted edge vision for violence detection in iot-based industrial surveillance networks,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Ai-assisted edge vision for violence detection in iot-based industrial surveillance networks,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:04.781180Z

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 2a05a914-ce05-4672-adbb-7aaa9ea49f8b · outbound

This paper cites Decouple and resolve: transformer-based models for online anomaly detection from weakly la- beled videos,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Decouple and resolve: transformer-based models for online anomaly detection from weakly la- beled videos,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:04.477956Z

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 e583d18a-28c6-438b-96de-78d1185b55bc · outbound

This paper cites The hateful memes challenge: Detecting hate speech in multimodal memes,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation The hateful memes challenge: Detecting hate speech in multimodal memes,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:42.849145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbabe707-6d53-4ce1-8698-58656fd9c49a · outbound

This paper cites You Only Prompt Once: On the Capabilities of Prompt Learning on Large Language Models to Tackle Toxic Content.

VModA: An Effective Framework for Adaptive NSFW Image Moderation You Only Prompt Once: On the Capabilities of Prompt Learning on Large Language Models to Tackle Toxic Content

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:42.944555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30c17a02-3b09-45b7-bc16-2b8efb190a2b · outbound

This paper cites Pro-cap: Leveraging a frozen vision-language model for hateful meme detection,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Pro-cap: Leveraging a frozen vision-language model for hateful meme detection,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:04.200843Z

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 c494b8ba-752c-47dc-8366-3f7ccefc2206 · outbound

This paper cites Momenta: A multimodal framework for detecting harmful memes and their targets,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Momenta: A multimodal framework for detecting harmful memes and their targets,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:03.937221Z

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 c47a4651-c3d0-4487-b236-0fb6add33b63 · outbound

This paper cites Image moderation,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Image moderation,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:03.620870Z

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 a31d3cd5-ef96-4291-bae0-10c658afa01f · outbound

This paper cites Content moderation,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Content moderation,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:03.299532Z

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 422e742c-a8fb-4cb7-b076-fe0c42c5f426 · outbound

This paper cites Amazon rekognition,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Amazon rekognition,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:02.978649Z

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 3161b068-a62d-4918-98dd-448eece65fd5 · outbound

This paper cites Ai content safety,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Ai content safety,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:02.726332Z

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 3ba0aa58-0252-486b-ac7a-61fcc672906a · outbound

This paper cites Advancing Content Moderation: Evaluating Large Language Models for Detecting Sensitive Content Across Text, Images, and Videos.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Advancing Content Moderation: Evaluating Large Language Models for Detecting Sensitive Content Across Text, Images, and Videos

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:43.712973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3b31544-e973-47e5-93ce-b67d706fe866 · outbound

This paper cites Teenagers exposed to ’horrific’ content online - and this survey reveals the scale of the problem,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Teenagers exposed to ’horrific’ content online - and this survey reveals the scale of the problem,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:02.441558Z

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 4d214f1b-a624-4492-963a-a73738211c9a · outbound

This paper cites Exposed or erased: Algorithmic censorship of nudity in art,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Exposed or erased: Algorithmic censorship of nudity in art,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:02.237683Z

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 aa72dff8-d893-4502-a5bb-9b7d86d0c32f · outbound

This paper cites Detection and categorization of suggestive thumb- nails: A step towards a safer internet,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Detection and categorization of suggestive thumb- nails: A step towards a safer internet,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:02.082797Z

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 d6260212-59c6-4498-8268-3b79929488c9 · outbound

This paper cites Auditing image-based nsfw classifiers for content filtering,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Auditing image-based nsfw classifiers for content filtering,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:01.921811Z

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 979674e6-9f24-4963-a3bb-f189111edfbc · outbound

This paper cites Nipples, memes, and algorithmic failure: Nsfw critique of tumblr censorship,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Nipples, memes, and algorithmic failure: Nsfw critique of tumblr censorship,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:01.781461Z

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 5b36aa2e-1ec0-4207-af4a-8a92a68cb7ce · outbound

This paper cites Lever- aging large-scale multimedia datasets to refine content moderation models,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Lever- aging large-scale multimedia datasets to refine content moderation models,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:01.696180Z

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 01333713-c786-4eec-b7a5-704432d4a9c5 · outbound

This paper cites Who's in and who's out? A case study of multimodal CLIP-filtering in DataComp.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Who's in and who's out? A case study of multimodal CLIP-filtering in DataComp

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:44.269426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 460b2d94-3017-4fd7-bf95-0fceb5d50742 · outbound

This paper cites UnsafeBench: Benchmarking Image Safety Classifiers on Real-World and AI-Generated Images.

VModA: An Effective Framework for Adaptive NSFW Image Moderation UnsafeBench: Benchmarking Image Safety Classifiers on Real-World and AI-Generated Images

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:44.351448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7d40bf1-94de-4d46-bfba-0d891ac2b4ac · outbound

This paper cites Evaluation of content moderation software for nudity and pornography detection in various scenarios,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Evaluation of content moderation software for nudity and pornography detection in various scenarios,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:01.577233Z

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 aa6e38e1-1ec5-472a-9b01-0c7d04444233 · outbound

This paper cites Stealthy porn: Understanding real-world adversarial images for illicit online promotion,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Stealthy porn: Understanding real-world adversarial images for illicit online promotion,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:01.446527Z

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 451f15f8-529e-4f9d-95b4-2482ba01f766 · outbound

This paper cites Automatic content mod- eration on social media,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Automatic content mod- eration on social media,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:01.281705Z

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 d34b4bd3-3593-42cf-9e0c-c649b95c3fbb · outbound

This paper cites Adult nudity and sexual activity,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Adult nudity and sexual activity,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:01.110076Z

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 c0f8ba8e-a2bf-40fd-8287-7f7e8f35811f · outbound

This paper cites From meme to threat: On the hateful meme understanding and induced hateful content generation in open-source vision language models.

VModA: An Effective Framework for Adaptive NSFW Image Moderation From meme to threat: On the hateful meme understanding and induced hateful content generation in open-source vision language models

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:00.971733Z

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 44841bf0-e583-4187-886d-0a34608c7137 · outbound

This paper cites Tovilag: Your visual-language generative model is also an evildoer,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Tovilag: Your visual-language generative model is also an evildoer,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:00.793395Z

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 1f2e953a-2eb9-425d-a9bd-fda3d67fa1c7 · outbound

This paper cites Seeing without looking: Analysis pipeline for child sexual abuse datasets,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Seeing without looking: Analysis pipeline for child sexual abuse datasets,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:00.575384Z

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 0587ca0d-e87b-4304-b7f4-dca9cb291ccd · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

VModA: An Effective Framework for Adaptive NSFW Image Moderation BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:45.104313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44a7b58f-fa33-4bb0-b50f-2450d54e7e20 · outbound

This paper cites Towards explainable harmful meme detection through multimodal debate between large language models,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Towards explainable harmful meme detection through multimodal debate between large language models,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:00.332416Z

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 6764e3b9-16b9-4777-825c-e7384815d3fa · outbound

This paper cites Investigating moderation challenges to combating hate and harassment: The case of mod-admin power dynamics and feature misuse on reddit,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Investigating moderation challenges to combating hate and harassment: The case of mod-admin power dynamics and feature misuse on reddit,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:00.144385Z

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 bc428055-bac5-4734-94e3-cebc7a18c508 · outbound

This paper cites Understand- ing the security and privacy implications of online toxic content on refugees,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Understand- ing the security and privacy implications of online toxic content on refugees,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:59.830006Z

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 9d000d73-9c62-4820-af5e-617d0561bebe · outbound

This paper cites Behind the tube: Exploitative monetization of content on{YouTube},.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Behind the tube: Exploitative monetization of content on{YouTube},

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:59.552625Z

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 b4a575bd-b35a-45bd-9654-bb6bf61ce0f8 · outbound

This paper cites No Easy Way Out: the Effectiveness of Deplatforming an Extremist Forum to Suppress Hate and Harassment.

VModA: An Effective Framework for Adaptive NSFW Image Moderation No Easy Way Out: the Effectiveness of Deplatforming an Extremist Forum to Suppress Hate and Harassment

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:50:50.933404Z

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 4c5491cf-af99-400e-bea7-a223061cf874 · outbound

This paper cites Adult content moderation,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Adult content moderation,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:59.265593Z

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 b207d002-4316-41ac-a4cd-efe81f7ce366 · outbound

This paper cites Learning transferable visual models from natural language supervision,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Learning transferable visual models from natural language supervision,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:45.764021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53b47056-152d-49c8-9352-7814402805d6 · outbound

This paper cites Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:45.845880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60f8cadb-37de-43cf-bb2f-a808a59370f6 · outbound

This paper cites Visual instruction tuning,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Visual instruction tuning,

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:45.952431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74b6978e-7bf3-4290-90b5-a580389ec31c · outbound

This paper cites Deepseek- vl: Towards real-world vision-language understanding,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Deepseek- vl: Towards real-world vision-language understanding,

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:46.069236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb2908f2-584b-4cca-a846-e6ff12b811b4 · outbound

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

VModA: An Effective Framework for Adaptive NSFW Image Moderation MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:46.178092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c43252ab-580b-46cc-9d66-64a6d1f50d8c · outbound

This paper cites Gpt-4o system card,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Gpt-4o system card,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:58.915404Z

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 dab38d87-ac22-4549-aa69-79f7ca4a5755 · outbound

This paper cites Lion: Empowering multimodal large language model with dual-level visual knowledge,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Lion: Empowering multimodal large language model with dual-level visual knowledge,

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:46.427490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91884133-8137-4133-833e-6cedfc200bdc · outbound

This paper cites Osprey: Pixel understanding with visual instruction tuning,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Osprey: Pixel understanding with visual instruction tuning,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:58.630300Z

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 637b8c68-aadd-496b-9bcc-ca4314d7cf55 · outbound

This paper cites V*: Guided visual search as a core mechanism in multimodal llms,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation V*: Guided visual search as a core mechanism in multimodal llms,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:58.370082Z

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 9ff89f46-6e97-4b8d-b592-be2fb9627860 · outbound

This paper cites GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest.

VModA: An Effective Framework for Adaptive NSFW Image Moderation GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:46.816492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ceb5c1d-5394-448c-84fb-587b59c230e3 · outbound

This paper cites ChatSpot: Bootstrapping Multimodal LLMs via Precise Referring Instruction Tuning.

VModA: An Effective Framework for Adaptive NSFW Image Moderation ChatSpot: Bootstrapping Multimodal LLMs via Precise Referring Instruction Tuning

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:46.924144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00026dee-e404-40f1-8214-4e932b35e34c · outbound

This paper cites Lyrics: Boosting Fine-grained Language-Vision Alignment and Comprehension via Semantic-aware Visual Objects.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Lyrics: Boosting Fine-grained Language-Vision Alignment and Comprehension via Semantic-aware Visual Objects

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:47.074049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97696fa1-d3dd-42f4-a8b9-c64ce93ac7a3 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Chain-of-thought prompting elicits reasoning in large language models,

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:47.180862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09a457ab-dc3e-4750-b8b9-68fc7f15817a · outbound

This paper cites Large lan- guage models are zero-shot reasoners,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Large lan- guage models are zero-shot reasoners,

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:47.330129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77d8d93c-6d06-4623-8072-dbd3295cd325 · outbound

This paper cites Tree of thoughts: Deliberate problem solving with large language models,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Tree of thoughts: Deliberate problem solving with large language models,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:58.090084Z

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 15d2c37f-10a9-4143-bb76-7f2a2e8e6cca · outbound

This paper cites Facebook community standards,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Facebook community standards,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:57.849302Z

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 b8fc83a5-a7a6-4d19-9b1f-7b79db89e10b · outbound

This paper cites Community guidelines,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Community guidelines,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:57.619501Z

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 bd571392-59c5-4ede-9470-7b52326f42f6 · outbound

This paper cites X rules,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation X rules,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:57.336505Z

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 47a8295b-22cf-46ec-8b45-ddcc7be0ce43 · outbound

This paper cites Visual robustness benchmark for visual question answering (vqa),.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Visual robustness benchmark for visual question answering (vqa),

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:57.108415Z

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 5ff5e9d3-7038-48f6-b851-a7c2e44399ca · outbound

This paper cites Real-esrgan: Training real- world blind super-resolution with pure synthetic data,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Real-esrgan: Training real- world blind super-resolution with pure synthetic data,

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:56.910337Z

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 fab0dc24-dc6f-4ff8-a215-7018bf89bf52 · outbound

This paper cites Open-set image tagging with multi-grained text supervision,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Open-set image tagging with multi-grained text supervision,

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:56.775950Z

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 5708d74e-e286-4de9-ae56-7f1fbf80b090 · outbound

This paper cites Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:48.363206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ce0bf24-52f7-4811-8e4e-1ea6588803da · outbound

This paper cites On large language models’ resilience to coercive interrogation,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation On large language models’ resilience to coercive interrogation,

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:56.526838Z

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 72198300-81a7-48ce-b7c9-e72cd1f9c2e2 · outbound

This paper cites The Effect of Sampling Temperature on Problem Solving in Large Language Models.

VModA: An Effective Framework for Adaptive NSFW Image Moderation The Effect of Sampling Temperature on Problem Solving in Large Language Models

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:48.595779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b519e81d-89fd-42a8-b4e8-cb3002924810 · outbound

This paper cites Detecting harmful memes and their targets,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Detecting harmful memes and their targets,

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:56.218458Z

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 a3e903f5-1098-4085-aba7-b3199a7f94e4 · outbound

This paper cites Protest activity detec- tion and perceived violence estimation from social media images,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Protest activity detec- tion and perceived violence estimation from social media images,

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:56.010360Z

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 37f57cf4-1a92-4f26-93c0-1b661fd07f1e · outbound

This paper cites old violence dataset,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation old violence dataset,

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:55.796271Z

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 4b45c293-5bed-42ef-bbb1-5effa2c61ff4 · outbound

This paper cites Violent or graphic content,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Violent or graphic content,

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:48.918240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 001eed74-c9f7-4448-a7ea-846b913ce973 · outbound

This paper cites What is bullying?.

VModA: An Effective Framework for Adaptive NSFW Image Moderation What is bullying?

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:55.453922Z

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 1915194b-a2b1-4e35-ad82-adf6de5ca181 · outbound

This paper cites Yahoo open nsfw,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Yahoo open nsfw,

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:55.098818Z

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 03fc14a2-fed5-4d35-a23a-a31e956aafe7 · outbound

This paper cites Llama 3: Model cards and prompt formats,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Llama 3: Model cards and prompt formats,

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:54.830184Z

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 8bd891a8-b580-4a6d-b610-21e81f6a663e · outbound

This paper cites Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:49.242010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6997081a-6fa9-4d42-9942-75c029db8424 · outbound

This paper cites an unresolved cited work.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Unresolved cited work

Reference 73

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:50:54.525190Z

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 e08f18d3-bdb0-47a3-8c3d-ab7c9ac81c0d · outbound

This paper cites Memedroid rules,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Memedroid rules,

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:54.157963Z

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 74adc48e-cc64-4cdb-b729-55e2c3400713 · outbound

This paper cites Enabling contextual soft moderation on social media through contrastive textual deviation,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Enabling contextual soft moderation on social media through contrastive textual deviation,

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:53.835159Z

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 10a044ec-c1ed-42ba-a98e-e754bc7fb75b · outbound

This paper cites The menlo report: Ethical principles guiding information and communication technology research,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation The menlo report: Ethical principles guiding information and communication technology research,

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:49.582028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17e216a8-9e52-4e7e-98c6-4e203ddc1924 · outbound

This paper cites The velocity of censorship:{High-Fidelity}detection of microblog post deletions,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation The velocity of censorship:{High-Fidelity}detection of microblog post deletions,

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:53.562428Z

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 37ff5e5d-6aa2-4c47-9c12-087f10f41d33 · outbound

This paper cites {CensMon}: A web censorship monitor,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation {CensMon}: A web censorship monitor,

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:53.296880Z

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 2a5a0df0-0bb2-4581-8b4a-0ca8a1cff6c5 · outbound

This paper cites Automated detection and fingerprinting of censorship block pages,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Automated detection and fingerprinting of censorship block pages,

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:52.965180Z

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 8096b5f2-a2b6-4b20-b75c-1a50008b749b · outbound

This paper cites Covfefe,.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Covfefe,

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:50:52.662317Z

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 d7bf4a7f-0217-4d85-bd42-ef6501f0a8d0 · outbound

This paper cites an unresolved cited work.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Unresolved cited work

Reference 81

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:50:52.393619Z

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 397b0a47-fe63-4568-a755-80a86192be13 · outbound

This paper cites an unresolved cited work.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Unresolved cited work

Reference 82

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:50:52.167772Z

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 94b32960-0756-4955-ac4e-df639117caa4 · outbound

This paper cites an unresolved cited work.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Unresolved cited work

Reference 83

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:50:51.920337Z

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 b864ca34-f15b-4858-ae5d-22159bcf7ebe · outbound

This paper cites an unresolved cited work.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Unresolved cited work

Reference 84

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:50:51.674251Z

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 3977c95c-7efd-43b3-8e2f-5e5e1988971e · outbound

This paper cites an unresolved cited work.

VModA: An Effective Framework for Adaptive NSFW Image Moderation Unresolved cited work

Reference 85

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:50:51.380253Z

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

Observation 050e334f-7fd4-4b1b-a48c-8449098f38c0 · inbound

UNIVID: Unified Vision-Language Model for Video Moderation cites this paper.

UNIVID: Unified Vision-Language Model for Video Moderation VModA: An Effective Framework for Adaptive NSFW Image Moderation

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:07:09.235576Z

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.