Paper Citation Record · LEDGER

Embedding-based Retrieval in Multimodal Content Moderation

As of 8 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2507.01066.

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

pith.paper-citation-record.v1
2507.01066 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:26:05.953366Z

measured 27 of 27 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

27 of 27 outbound references displayed

verified exact0
verified fuzzy1
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 20698e45-7039-4587-b601-6dc02a7bb374 · outbound

This paper cites an unresolved cited work.

Embedding-based Retrieval in Multimodal Content Moderation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:26:06.358214Z

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 f9ed79d2-411d-4754-beec-d524624e7fe1 · outbound

This paper cites an unresolved cited work.

Embedding-based Retrieval in Multimodal Content Moderation Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T21:26:05.828907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7347f3a5-94e9-481f-b24e-3aefa81b4b02 · outbound

This paper cites an unresolved cited work.

Embedding-based Retrieval in Multimodal Content Moderation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:26:06.331671Z

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 bd772e50-88f0-4573-bf4c-65d56e8d0678 · outbound

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

Embedding-based Retrieval in Multimodal Content Moderation An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T21:26:05.838910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e362ef2f-8e37-480a-9be8-851356aa1104 · outbound

This paper cites an unresolved cited work.

Embedding-based Retrieval in Multimodal Content Moderation Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T21:26:05.844225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df30c1bd-08c3-426e-b052-0f36afc70a1f · outbound

This paper cites an unresolved cited work.

Embedding-based Retrieval in Multimodal Content Moderation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:26:06.306499Z

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 a1499e4e-8c5c-4fb1-aa35-d237e3643b2d · outbound

This paper cites an unresolved cited work.

Embedding-based Retrieval in Multimodal Content Moderation Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T21:26:05.855190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 330bf444-adb8-41fb-9486-04738e89da40 · outbound

This paper cites an unresolved cited work.

Embedding-based Retrieval in Multimodal Content Moderation Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T21:26:05.860019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb55d4f7-de90-4ef1-8e26-c52766a4b070 · outbound

This paper cites an unresolved cited work.

Embedding-based Retrieval in Multimodal Content Moderation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:26:06.270385Z

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 f2d00f5f-2c8a-42c5-8e1a-f1fe4107dc8e · outbound

This paper cites an unresolved cited work.

Embedding-based Retrieval in Multimodal Content Moderation Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T21:26:05.870200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39bd9468-0beb-4a79-b061-0b9b99d94cac · outbound

This paper cites an unresolved cited work.

Embedding-based Retrieval in Multimodal Content Moderation Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T21:26:05.875329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b2e0d09-eb6b-40ed-81a5-50d1c2d23609 · outbound

This paper cites an unresolved cited work.

Embedding-based Retrieval in Multimodal Content Moderation Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T21:26:05.880244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0badb32e-cad0-4a10-970f-a70d55584927 · outbound

This paper cites an unresolved cited work.

Embedding-based Retrieval in Multimodal Content Moderation Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T21:26:05.885039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af15d8f6-967f-4c92-8f71-142a8bb942d0 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Embedding-based Retrieval in Multimodal Content Moderation RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T21:26:05.889668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13f37c57-1bf9-4e76-ac14-1058c0bd62dd · outbound

This paper cites Adapting Large Language Models for Content Moderation: Pitfalls in Data Engineering and Supervised Fine-tuning.

Embedding-based Retrieval in Multimodal Content Moderation Adapting Large Language Models for Content Moderation: Pitfalls in Data Engineering and Supervised Fine-tuning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T21:26:05.894226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7debb46a-ede4-48bf-acf9-20d83a98186d · outbound

This paper cites an unresolved cited work.

Embedding-based Retrieval in Multimodal Content Moderation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:26:06.212129Z

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 d75bd92d-45f6-4879-99d7-469a581ec5a4 · outbound

This paper cites an unresolved cited work.

Embedding-based Retrieval in Multimodal Content Moderation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:26:06.196820Z

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 4bac27f0-86ba-4620-9601-6c0288b77db7 · outbound

This paper cites an unresolved cited work.

Embedding-based Retrieval in Multimodal Content Moderation Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T21:26:05.908666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c40a6e29-fc36-428e-98fd-3273b884d97f · outbound

This paper cites an unresolved cited work.

Embedding-based Retrieval in Multimodal Content Moderation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:26:06.171888Z

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 44545060-1595-4f59-8475-ea0effa992ad · outbound

This paper cites an unresolved cited work.

Embedding-based Retrieval in Multimodal Content Moderation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:26:06.155766Z

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 e5064c5f-123b-4706-abce-94cfdc7bf689 · outbound

This paper cites ICM-Assistant: Instruction-tuning Multimodal Large Language Models for Rule-based Explainable Image Content Moderation.

Embedding-based Retrieval in Multimodal Content Moderation ICM-Assistant: Instruction-tuning Multimodal Large Language Models for Rule-based Explainable Image Content Moderation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T21:26:05.923262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f88758c8-d969-4292-bee2-17d06862d429 · outbound

This paper cites an unresolved cited work.

Embedding-based Retrieval in Multimodal Content Moderation Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T21:26:05.928105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20f9e3da-b393-4932-8c42-5ef257278b62 · outbound

This paper cites an unresolved cited work.

Embedding-based Retrieval in Multimodal Content Moderation Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:26:06.139519Z

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 5649e84d-f1a3-4fe6-8b36-5de842d058f1 · outbound

This paper cites an unresolved cited work.

Embedding-based Retrieval in Multimodal Content Moderation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:26:06.123980Z

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 50b71609-e341-40d7-80d3-1c282550b197 · outbound

This paper cites an unresolved cited work.

Embedding-based Retrieval in Multimodal Content Moderation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:26:06.090490Z

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 879f2e39-c8bd-4549-99a3-d6f7e00a0645 · outbound

This paper cites an unresolved cited work.

Embedding-based Retrieval in Multimodal Content Moderation Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:26:06.074676Z

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 af965e81-ef0c-453e-b96f-815fd34d06dd · outbound

This paper cites In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision.

Embedding-based Retrieval in Multimodal Content Moderation In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:26:06.107259Z

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.