Paper Citation Record · LEDGER

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch

As of 7 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2506.07667.

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

pith.paper-citation-record.v1
2506.07667 v2

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:34:47.950374Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

37 of 37 outbound references displayed

verified exact1
verified fuzzy13
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9511facf-7af3-4480-aa6f-f54b857134e8 · outbound

This paper cites an unresolved cited work.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:34:48.704819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 872b17fc-76aa-4eac-a810-fd4261e962e6 · outbound

This paper cites an unresolved cited work.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:34:48.687471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f1a7d0a9-a492-428a-888d-b5219bcd2dca · outbound

This paper cites an unresolved cited work.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:34:48.670511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 34fd7861-8878-42da-9997-39db349ed3da · outbound

This paper cites an unresolved cited work.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:34:48.653557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2a1b3c62-6208-4cab-b132-5ad980c9f49b · outbound

This paper cites an unresolved cited work.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:34:48.637140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 24d7df19-b869-4e76-b9e3-9df612762d4f · outbound

This paper cites ML powered tech.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch ML powered tech

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:34:48.622593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 68b4938f-4291-4c8d-95de-1076490b7024 · outbound

This paper cites an unresolved cited work.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:34:48.483040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9df0dd9a-814e-45c7-8e4b-5fec3bd6578a · outbound

This paper cites an unresolved cited work.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:34:48.464402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation aa6daff9-b43f-482c-9aed-98d57e746914 · outbound

This paper cites an unresolved cited work.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:34:48.447093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e5751ae6-1737-4b20-b8d9-e59b47dda60a · outbound

This paper cites For our experiments, we additionally include a random sample of 6,000 be- nign examples from the dataset.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch For our experiments, we additionally include a random sample of 6,000 be- nign examples from the dataset

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:34:48.605971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9bfa7788-20c8-4cb5-8d99-298d7b030da4 · outbound

This paper cites label": ‘hate’ if the comment violates community guidelines, else ‘nothate’ }.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch label": ‘hate’ if the comment violates community guidelines, else ‘nothate’ }

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:34:48.412934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0adb1ffc-00f1-47d6-a680-7721ab68b303 · outbound

This paper cites an unresolved cited work.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:34:48.572913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7ff90594-ee8d-4ddb-ad1d-cc96d80c6865 · outbound

This paper cites We allow certain words or terms, which might otherwise violate our policy, to be used in an empowering way or as terms of endearment when such intent is clear.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch We allow certain words or terms, which might otherwise violate our policy, to be used in an empowering way or as terms of endearment when such intent is clear

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:34:48.557207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ed3442a4-a7d7-46b2-bc38-64ae01f71c5d · outbound

This paper cites an unresolved cited work.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:34:48.541732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 328007a6-22f5-4a9b-a7ad-4b713d5106da · outbound

This paper cites an unresolved cited work.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:34:48.527435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6c36e7ee-bdd2-4aa9-98c4-c7338d249efd · outbound

This paper cites an unresolved cited work.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:34:48.513249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation df9c7c2b-d4a4-43fa-bd7d-4a460bca77c9 · outbound

This paper cites This does not include support for self-determination movements.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch This does not include support for self-determination movements

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:34:48.499041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 768f0ba6-db76-41af-b1bc-fbf53cc89a07 · outbound

This paper cites an unresolved cited work.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:34:48.431026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6ce8fd62-596b-4ae0-9323-bb5f40b46655 · outbound

This paper cites All LGBTQ people should live freely and authentically in their own way.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch All LGBTQ people should live freely and authentically in their own way

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:34:48.395211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c5398ab5-34b7-49b5-bba9-22dff40f492b · outbound

This paper cites We are a group of strong independent bitches and we get things done.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch We are a group of strong independent bitches and we get things done

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:34:48.378983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 385a355b-ea31-4c8e-a27b-c73ce2e8a493 · outbound

This paper cites ISIS is a terrorist organization and we should educate people on its impact and dangers.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch ISIS is a terrorist organization and we should educate people on its impact and dangers

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:34:48.363123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2a2912b9-22d3-46e9-9c3c-e31cf4bf6710 · outbound

This paper cites We love you just the way you are if you’re gay or not you’re family.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch We love you just the way you are if you’re gay or not you’re family

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:34:48.347021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e08f49f1-e931-4155-96be-5f4e17c127a7 · outbound

This paper cites an unresolved cited work.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:34:48.329882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c0e04f04-2606-452a-9da0-153f4c3b6611 · outbound

This paper cites an unresolved cited work.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:34:48.313791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3893135a-8292-4fe6-abce-485c7eae9a1a · outbound

This paper cites an unresolved cited work.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:34:48.297152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 01b2b6a7-b236-4649-8ae6-a2ff0e8d9f74 · outbound

This paper cites an unresolved cited work.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:34:48.281281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f1b8e5f7-b8b3-4f93-9d9e-3102531fca02 · outbound

This paper cites an unresolved cited work.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:34:48.263892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1ecf5e1e-23ee-44b3-b64e-c436b1880f32 · outbound

This paper cites an unresolved cited work.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:34:48.245927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5bbb050c-edc3-44bb-8c56-25ccdaac7832 · outbound

This paper cites an unresolved cited work.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:34:48.228617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c5824979-6009-45b1-88da-9f7648f7b818 · outbound

This paper cites an unresolved cited work.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:34:48.087170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8acf45d9-6e13-4f8e-8899-3b47c5045673 · outbound

This paper cites jewish folks.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch jewish folks

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:34:48.071370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 270e8f73-8270-4893-a6c9-7cf61c7d84a7 · outbound

This paper cites an unresolved cited work.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:34:48.055595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c7b76ab3-0023-494f-a81e-3f97d24fcce9 · outbound

This paper cites b.itches.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch b.itches

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:34:48.037855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 965cf653-d805-457e-94f4-215a77105c99 · outbound

This paper cites Software-Supported Audits of Decision-Making Systems: Testing Google and Facebook's Political Advertising Policies.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch Software-Supported Audits of Decision-Making Systems: Testing Google and Facebook's Political Advertising Policies

Reference 2021

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:34:48.021742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 475a7e90-1dd4-44d5-b502-219ae7c2b120 · outbound

This paper cites In31st USENIX Security Symposium (USENIX Security 22), pages 607–624, Boston, MA.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch In31st USENIX Security Symposium (USENIX Security 22), pages 607–624, Boston, MA

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:34:48.724062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c8a4294e-ad33-4874-aaf9-14362f5f3d92 · outbound

This paper cites Automated Content Moderation Increases Adherence to Community Guidelines.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch Automated Content Moderation Increases Adherence to Community Guidelines

Reference 2023

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T05:34:47.996965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8b3825ba-2149-4327-863e-f11990e90800 · outbound

This paper cites has_swear_words.

Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch has_swear_words

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:34:48.589700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.