Paper Citation Record · LEDGER

Advancing Hate Speech Detection with Transformers: Insights from the MetaHate

As of 19 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 1 inbound Pith citation observation for arXiv:2508.04913.

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

pith.paper-citation-record.v1
2508.04913 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:44:28.620815Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:19:14.769804Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T15:19:15.157845Z

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy16
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 109c9f7c-b8b9-47ad-8092-3e76f4b1a7d4 · outbound

This paper cites ala.org/advocacy/intfreedom/hate, accessed: 13 Aug.

Advancing Hate Speech Detection with Transformers: Insights from the MetaHate ala.org/advocacy/intfreedom/hate, accessed: 13 Aug

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:44:32.044616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5d301e3a-1749-4cc3-acc9-542c973c1ff1 · outbound

This paper cites In: Proceedings of the International AAAI Con- ference on Web and Social Media.

Advancing Hate Speech Detection with Transformers: Insights from the MetaHate In: Proceedings of the International AAAI Con- ference on Web and Social Media

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:44:31.947684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c7bade19-89b7-4369-b519-7eabc4f0c996 · outbound

This paper cites In: 2023 IEEE International Conference on Big Data (BigData).

Advancing Hate Speech Detection with Transformers: Insights from the MetaHate In: 2023 IEEE International Conference on Big Data (BigData)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:44:31.854256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2c990276-37ef-48aa-9e0f-00112b1c97fd · outbound

This paper cites an unresolved cited work.

Advancing Hate Speech Detection with Transformers: Insights from the MetaHate Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:44:31.756260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 75c88bfa-15d5-4462-94cc-8f721ae1a445 · outbound

This paper cites In: Proceedings of the international AAAI conference on web and social media.

Advancing Hate Speech Detection with Transformers: Insights from the MetaHate In: Proceedings of the international AAAI conference on web and social media

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:44:31.661054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b363a42b-62fc-4360-8155-9c6563dbd838 · outbound

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

Advancing Hate Speech Detection with Transformers: Insights from the MetaHate BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T23:44:27.039078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d08042d9-5df7-4ec9-b480-33f966a20739 · outbound

This paper cites In: Proceedings of the international AAAI conference on web and social media.

Advancing Hate Speech Detection with Transformers: Insights from the MetaHate In: Proceedings of the international AAAI conference on web and social media

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:44:31.510098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 721e77d1-c42e-4348-8237-ee07d81c92d4 · outbound

This paper cites an unresolved cited work.

Advancing Hate Speech Detection with Transformers: Insights from the MetaHate Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:44:31.393600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 20a752d9-140c-46b4-8a99-ef0a6913e6cf · outbound

This paper cites org/facts, accessed: 2024-08-13.

Advancing Hate Speech Detection with Transformers: Insights from the MetaHate org/facts, accessed: 2024-08-13

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:44:31.230947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 25cb1076-286e-4f88-9619-2fa86eed5e07 · outbound

This paper cites Future Generation Computer Systems118, 187–197 (2021).

Advancing Hate Speech Detection with Transformers: Insights from the MetaHate Future Generation Computer Systems118, 187–197 (2021)

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:44:31.104629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8e6b7288-56e4-44ef-be01-b33b4dc6641a · outbound

This paper cites Pew Re- search Center: Internet, Science & Tech.

Advancing Hate Speech Detection with Transformers: Insights from the MetaHate Pew Re- search Center: Internet, Science & Tech

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:44:30.955976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7642456e-a48a-467a-aef6-124317a56dc8 · outbound

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

Advancing Hate Speech Detection with Transformers: Insights from the MetaHate RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T23:44:27.614728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab296335-df16-48ca-b196-97954d21f53c · outbound

This paper cites In: 2023 International Conference on Electrical, Electronics, Com- munication and Computers (ELEXCOM).

Advancing Hate Speech Detection with Transformers: Insights from the MetaHate In: 2023 International Conference on Electrical, Electronics, Com- munication and Computers (ELEXCOM)

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:44:30.799935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation adfc522b-cc49-4de4-ae4c-c7800d6d0560 · outbound

This paper cites In: Proceedings of the 28th ACM conference on hypertext and social media.

Advancing Hate Speech Detection with Transformers: Insights from the MetaHate In: Proceedings of the 28th ACM conference on hypertext and social media

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:44:30.594198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 96fb5753-e9ad-45cb-99d3-c7d561498643 · outbound

This paper cites Journal of the European Economic Association19(4), 2131–2167 (2021).

Advancing Hate Speech Detection with Transformers: Insights from the MetaHate Journal of the European Economic Association19(4), 2131–2167 (2021)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:44:30.370888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2273fc94-37c6-486a-b6c6-7a06292ab415 · outbound

This paper cites In: Proceedings of the International AAAI Conference on Web and Social Media.

Advancing Hate Speech Detection with Transformers: Insights from the MetaHate In: Proceedings of the International AAAI Conference on Web and Social Media

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:44:30.128816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c726b43f-385f-4a87-a521-81d67be0314c · outbound

This paper cites Attention Is All You Need.

Advancing Hate Speech Detection with Transformers: Insights from the MetaHate Attention Is All You Need

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T23:44:28.023791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76b25431-115f-46c7-b9f8-d7c052781eda · outbound

This paper cites Current Opinion in Psychology45, 101298 (2022).

Advancing Hate Speech Detection with Transformers: Insights from the MetaHate Current Opinion in Psychology45, 101298 (2022)

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:44:29.853858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c62de8fd-9c7e-4cc1-9af0-03d513589684 · outbound

This paper cites In: Proceedings of the second workshop on language in social media.

Advancing Hate Speech Detection with Transformers: Insights from the MetaHate In: Proceedings of the second workshop on language in social media

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:44:29.577388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 64fa9351-00a5-493a-b608-0f82e87bb1a4 · outbound

This paper cites ACM Transactions on Knowledge Discovery from Data (TKDD)15(4), 1–22 (2021).

Advancing Hate Speech Detection with Transformers: Insights from the MetaHate ACM Transactions on Knowledge Discovery from Data (TKDD)15(4), 1–22 (2021)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:44:29.243854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 11c23529-cdad-4b87-9599-2dc27512472f · outbound

This paper cites Inter- national Journal of Computer Science & Network Security21(11), 294–300 (2021).

Advancing Hate Speech Detection with Transformers: Insights from the MetaHate Inter- national Journal of Computer Science & Network Security21(11), 294–300 (2021)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:44:28.997615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation a71e1e8b-5e56-4674-991d-8db50a18e29a · inbound

Pruning Strategies for Backdoor Defense in LLMs cites this paper.

Pruning Strategies for Backdoor Defense in LLMs Advancing Hate Speech Detection with Transformers: Insights from the MetaHate

Reference 2025

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T15:19:15.163700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.