Paper Citation Record · LEDGER

Towards Safer Social Media Platforms: Scalable and Performant Few-Shot Harmful Content Moderation Using Large Language Models

As of 17 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 4 inbound Pith citation observations for arXiv:2501.13976.

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

pith.paper-citation-record.v1
2501.13976 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T16:22:20.879110Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T16:25:32.901453Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T00:15:09.611809Z

Reference resolution

14 of 14 outbound references displayed

verified exact0
verified fuzzy3
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 41f08dd5-0319-4331-929c-61127276d531 · outbound

This paper cites an unresolved cited work.

Towards Safer Social Media Platforms: Scalable and Performant Few-Shot Harmful Content Moderation Using Large Language Models Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:22:21.332892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 46b9ccfd-5237-4952-a9bc-680478dbbc9c · outbound

This paper cites an unresolved cited work.

Towards Safer Social Media Platforms: Scalable and Performant Few-Shot Harmful Content Moderation Using Large Language Models Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T16:22:20.783425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcfcc95d-5911-421d-84d0-d195a03cf8c3 · outbound

This paper cites (a) Did you state the full set of assumptions of all theoret- ical results? NA (b) Did you include complete proofs of all theoretical re- sults? NA.

Towards Safer Social Media Platforms: Scalable and Performant Few-Shot Harmful Content Moderation Using Large Language Models (a) Did you state the full set of assumptions of all theoret- ical results? NA (b) Did you include complete proofs of all theoretical re- sults? NA

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T16:22:20.791311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98503688-19a7-4e4b-87ae-a44d5dfc412b · outbound

This paper cites an unresolved cited work.

Towards Safer Social Media Platforms: Scalable and Performant Few-Shot Harmful Content Moderation Using Large Language Models Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:22:21.253873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0c4e38df-2bbc-4812-aa11-68de96bba82c · outbound

This paper cites an unresolved cited work.

Towards Safer Social Media Platforms: Scalable and Performant Few-Shot Harmful Content Moderation Using Large Language Models Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:22:21.221135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bcd916ca-7c1f-4760-b7c6-f803c9f9f6f4 · outbound

This paper cites an unresolved cited work.

Towards Safer Social Media Platforms: Scalable and Performant Few-Shot Harmful Content Moderation Using Large Language Models Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:22:21.193015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 05df32f2-9970-4dac-b3a4-b0863b5e9891 · outbound

This paper cites an unresolved cited work.

Towards Safer Social Media Platforms: Scalable and Performant Few-Shot Harmful Content Moderation Using Large Language Models Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:22:21.143250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 61ea0985-b00d-4eba-8ec1-752a9893114c · outbound

This paper cites an unresolved cited work.

Towards Safer Social Media Platforms: Scalable and Performant Few-Shot Harmful Content Moderation Using Large Language Models Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:22:21.107735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7b458f15-460a-4287-9529-99ae8cb35817 · outbound

This paper cites an unresolved cited work.

Towards Safer Social Media Platforms: Scalable and Performant Few-Shot Harmful Content Moderation Using Large Language Models Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:22:21.072049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3867218f-3a5e-4a5d-bc4e-f4df64ba8927 · outbound

This paper cites top 10",.

Towards Safer Social Media Platforms: Scalable and Performant Few-Shot Harmful Content Moderation Using Large Language Models top 10",

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:21.034555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 87c2ef05-5d88-4fdf-837b-293eb4768daf · outbound

This paper cites an unresolved cited work.

Towards Safer Social Media Platforms: Scalable and Performant Few-Shot Harmful Content Moderation Using Large Language Models Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:22:20.996222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ba68d8d1-e98a-4501-adae-ee4c0b6feedb · outbound

This paper cites Without Definition Your task is to classify YouTube videos as Harmful or Harmless based on their metadata.

Towards Safer Social Media Platforms: Scalable and Performant Few-Shot Harmful Content Moderation Using Large Language Models Without Definition Your task is to classify YouTube videos as Harmful or Harmless based on their metadata

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:20.968936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b71f58fa-8e05-4294-95c5-ea513c03c88c · outbound

This paper cites Harmful" or.

Towards Safer Social Media Platforms: Scalable and Performant Few-Shot Harmful Content Moderation Using Large Language Models Harmful" or

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:21.169646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 48cbdffa-6db0-4dea-9421-54a27d1af176 · outbound

This paper cites Flamingo: a Visual Language Model for Few-Shot Learning.

Towards Safer Social Media Platforms: Scalable and Performant Few-Shot Harmful Content Moderation Using Large Language Models Flamingo: a Visual Language Model for Few-Shot Learning

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-10T16:22:20.758477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation ebb2c948-16e9-41b2-b114-1302fa2d6533 · inbound

Re-ranking Using Large Language Models for Mitigating Exposure to Harmful Content on Social Media Platforms cites this paper.

Re-ranking Using Large Language Models for Mitigating Exposure to Harmful Content on Social Media Platforms Towards Safer Social Media Platforms: Scalable and Performant Few-Shot Harmful Content Moderation Using Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T16:25:32.901453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 949a0161-88c6-4535-8322-7c4bdb5f19b9 · inbound

Beyond Binary Moderation: Identifying Fine-Grained Sexist and Misogynistic Behavior on GitHub with Large Language Models cites this paper.

Beyond Binary Moderation: Identifying Fine-Grained Sexist and Misogynistic Behavior on GitHub with Large Language Models Towards Safer Social Media Platforms: Scalable and Performant Few-Shot Harmful Content Moderation Using Large Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T13:39:34.645582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c161b20-9612-4af4-83ea-8e70c01b9d39 · inbound

STABLEVAL: Disagreement-Aware and Stable Evaluation of AI Systems cites this paper.

STABLEVAL: Disagreement-Aware and Stable Evaluation of AI Systems Towards Safer Social Media Platforms: Scalable and Performant Few-Shot Harmful Content Moderation Using Large Language Models

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-01T00:15:09.613414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 538fb4b7-aee8-49b6-a2b1-5c678a95822b · inbound

SafeLens: Deliberate and Efficient Video Guardrails with Fast-and-Slow Screening cites this paper.

SafeLens: Deliberate and Efficient Video Guardrails with Fast-and-Slow Screening Towards Safer Social Media Platforms: Scalable and Performant Few-Shot Harmful Content Moderation Using Large Language Models

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-20T14:08:21.163024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.