Paper Citation Record · LEDGER

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection

As of 7 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 1 inbound Pith citation observation for arXiv:2506.06347.

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

pith.paper-citation-record.v1
2506.06347 v1

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:56:58.530862Z

measured 65 of 65 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:09:13.634678Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T23:09:13.798082Z

Reference resolution

64 of 64 outbound references displayed

verified exact11
verified fuzzy10
unresolved36
parse uncertain0
malformed identifier6
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0b348b77-5504-4664-ae07-2975aa1f874e · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:57:01.131479Z

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 0ba2e68b-baee-4cf2-847e-e17ff50f89e6 · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:57:01.116989Z

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 9ced7328-d2e6-4aa1-9128-f1ef6b564173 · outbound

This paper cites LLM-jp: A Cross-organizational Project for the Research and Development of Fully Open Japanese LLMs.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection LLM-jp: A Cross-organizational Project for the Research and Development of Fully Open Japanese LLMs

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:52.600819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 655e0d78-0f24-483c-8fed-9a9b2a1f680f · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 4

Resolution: verified exact; doi, observed 2026-08-07T11:56:59.824222Z

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 37c69af5-7d42-452d-83ac-99119c21a23e · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:57:01.103333Z

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 3ff72732-8ee4-4c2b-8a88-7651ed873d33 · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 6

Resolution: verified exact; doi, observed 2026-08-07T11:56:59.810051Z

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 c11effd0-8de1-4d62-87f5-65736f9160be · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection On the Opportunities and Risks of Foundation Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:52.999780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2e2c266-c711-4472-99e1-d64073fcf2a9 · outbound

This paper cites Language Models are Few-Shot Learners.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Language Models are Few-Shot Learners

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:53.100558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ceb6edeb-2bd7-4c3d-a1da-a9d1149c93d5 · outbound

This paper cites Multi3Hate: Multimodal, Multilingual, and Multicultural Hate Speech Detection with Vision-Language Models.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Multi3Hate: Multimodal, Multilingual, and Multicultural Hate Speech Detection with Vision-Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:53.204265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea6e0ea8-e352-4846-bbb6-ea84ccc9fc37 · outbound

This paper cites Mazurek, Katie Shilton, and Hal Daumé Iii.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Mazurek, Katie Shilton, and Hal Daumé Iii

Reference 10

Resolution: malformed identifier; no resolver link, observed 2026-08-07T11:56:53.300799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 947222ad-a544-48ba-ac39-8dd831b845da · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 11

Resolution: malformed identifier; no resolver link, observed 2026-08-07T11:56:53.405846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8970ba33-7708-45fe-b639-c4a65a25543c · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 12

Resolution: verified exact; raw_fallback, observed 2026-08-07T11:57:00.677673Z

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 bd8e26e8-394b-4e3f-b0c2-1ebe2260426b · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:57:01.088998Z

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 e34b774f-e28c-40c3-8a41-c6c4040862ad · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 14

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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 e5b41723-6070-4cb5-aa38-b8f67f935f3e · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:53.813562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00ecd1c0-a3c6-4ffc-a31d-dde4e85b26b4 · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 16

Resolution: verified exact; doi, observed 2026-08-07T11:56:59.775492Z

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 d347fdc1-521f-4491-98eb-ca28a1558c15 · outbound

This paper cites A Brief Review of Domain Adaptation.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection A Brief Review of Domain Adaptation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:54.041894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e312ff2b-0ba8-4098-a54d-bf60ab586db3 · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:54.150203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fb8c5b0-a5e3-4231-a860-473f3ef950cf · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 19

Resolution: malformed identifier; no resolver link, observed 2026-08-07T11:56:54.260775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd3b0c03-ce0f-4d55-961e-66b30bcbab77 · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 20

Resolution: verified exact; doi, observed 2026-08-07T11:57:01.074873Z

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 c80bb683-ddff-4b89-86f7-ecb68cad2680 · outbound

This paper cites Toxicity Detection for Indic Multilingual Social Media Content.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Toxicity Detection for Indic Multilingual Social Media Content

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:57:00.429510Z

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 6dcbfe65-2a6a-4acf-bb45-83e5fa122fbc · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:54.588175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 605cd2c6-0c18-4743-bff7-990ee25743d8 · outbound

This paper cites Scaling Laws for Neural Language Models.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Scaling Laws for Neural Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:54.670583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9a3c3a5-0181-4339-9bda-bf3de0340be8 · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:54.781489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebbdf685-dbc2-4932-8cb4-137e42961dc5 · outbound

This paper cites Can LLMs Recognize Toxicity? A Structured Investigation Framework and Toxicity Metric.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Can LLMs Recognize Toxicity? A Structured Investigation Framework and Toxicity Metric

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:54.976936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9155bc74-bff6-4fd4-9820-0275d40cba05 · outbound

This paper cites Tran, Yi Tay, Jeffrey Sorensen, Jai Gupta, Donald Metzler, and Lucy Vasserman.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Tran, Yi Tay, Jeffrey Sorensen, Jai Gupta, Donald Metzler, and Lucy Vasserman

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:55.062405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80c25e84-e5dd-4846-83ff-cc82379a2e03 · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 27

Resolution: verified exact; doi, observed 2026-08-07T11:57:01.050434Z

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 108128c2-6557-4e27-a2fb-523879d37b8b · outbound

This paper cites Prefix-Tuning: Optimizing Continuous Prompts for Generation.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Prefix-Tuning: Optimizing Continuous Prompts for Generation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:55.240796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1536c62-72d6-48fb-ac99-83e74e12121a · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:55.326079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f463d75f-f65e-46bb-a8a4-c4d150746bc3 · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:55.412098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f4b0b7a-1038-4cc2-80cb-b74c72ca2fea · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 31

Resolution: verified exact; doi, observed 2026-08-07T11:56:59.728841Z

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 03a917ee-2213-464d-a656-094e0dee610a · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:55.580314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ffbfc12-c2e2-42fa-a4fb-0ba9a31d6dc8 · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 33

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Source-reported events for the cited work

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Observation 3bbb4b58-2af4-4609-b920-9b8f91833d41 · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:55.762701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 594b0af1-45d9-4bcd-acf6-fc46863e7ef2 · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 35

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Source-reported events for the cited work

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Observation bcb6ca66-f739-495c-a38f-634e4122e60f · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 36

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecd3fbbb-5fa5-4763-9c67-382d77618af9 · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 37

Resolution: verified exact; doi, observed 2026-08-07T11:56:59.679853Z

Source-reported events for the cited work

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Observation 2ccf5be9-ccfe-4201-8166-ab4e2f82b408 · outbound

This paper cites InProceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection InProceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Reference 38

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Unavailable: canonical work link unavailable.

Observation 623f2e0d-3590-461f-9e6f-8e8b6e32fb9f · outbound

This paper cites Bordini, and Renata Vieira.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Bordini, and Renata Vieira

Reference 39

Resolution: verified exact; doi, observed 2026-08-07T11:56:59.431984Z

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Observation d45cf0fb-0c4e-44ed-9cbd-97886f025129 · outbound

This paper cites Curriculum Learning: A Survey.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Curriculum Learning: A Survey

Reference 40

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Unavailable: canonical work link unavailable.

Observation 26591b9e-c1c7-427a-9de1-cda62c8fb215 · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 41

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Unavailable: canonical work link unavailable.

Observation 0be1df7c-d4af-466f-8675-ef926f049caa · outbound

This paper cites Challenges for Toxic Comment Classification: An In-Depth Error Analysis.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Challenges for Toxic Comment Classification: An In-Depth Error Analysis

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:56:59.045543Z

Source-reported events for the cited work

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Observation 628643a3-a3b7-46a9-a0b0-1351d47d8dcc · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

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Observation 68fe0c34-cd42-41c6-84db-76c7ae39a090 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:56.614523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e95c6c33-02fc-47e6-bd84-e6cbd0042b42 · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:57:01.010324Z

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 7473eca2-bb6c-4316-9374-80781e917291 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:56.776822Z

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Observation 727d9dc6-a4cb-47cc-9c1c-766b73bb6cd1 · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 47

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Unavailable: canonical work link unavailable.

Observation f12514a1-12f1-44da-b395-7a5e466bec82 · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 48

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfff2cb4-06f0-49f3-8a87-52a6c5dd034d · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 49

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Source-reported events for the cited work

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Observation 6db2428b-6f73-4061-8671-3b2a20d8b681 · outbound

This paper cites Open, Closed, or Small Language Models for Text Classification?.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Open, Closed, or Small Language Models for Text Classification?

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:57.095903Z

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Observation ff457394-c787-472d-9509-ba4d43638196 · outbound

This paper cites Meta Prompting for AI Systems.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Meta Prompting for AI Systems

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:57.409692Z

Source-reported events for the cited work

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Observation e45e5365-6b6b-40ba-be34-f7db1c3991d6 · outbound

This paper cites Efficient Toxic Content Detection by Bootstrapping and Distilling Large Language Models.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Efficient Toxic Content Detection by Bootstrapping and Distilling Large Language Models

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:57.317708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 436cbffc-f627-40fd-be55-110fa3b7b629 · outbound

This paper cites Miller, and Cornelia Caragea.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Miller, and Cornelia Caragea

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:57:00.996450Z

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 32d0bfe3-cd10-4886-8c18-9a5d2eebcd74 · outbound

This paper cites Threats ( Life Threatening ).

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Threats ( Life Threatening )

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:57:00.981882Z

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 42fe3238-f07f-454b-b540-cf166da2b661 · outbound

This paper cites Minor Endangerment.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Minor Endangerment

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:57:00.967732Z

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 d3e2b233-657e-4383-8a77-719ae67560c1 · outbound

This paper cites Threats ( Non - Life Threatening ).

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Threats ( Non - Life Threatening )

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:57:00.954257Z

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 62323f12-cc70-400b-a394-3138bb9fa54b · outbound

This paper cites an unresolved cited work.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:57:00.940999Z

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 a3442238-f472-455b-940b-db963092fe7d · outbound

This paper cites Sexual Content / Harassment.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Sexual Content / Harassment

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:57:00.926748Z

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 9454beed-1b25-4378-ae39-9bef48048f3c · outbound

This paper cites Extremism.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Extremism

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:57:00.911129Z

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 f653be70-3903-4eb7-81c3-58ba72a543ff · outbound

This paper cites Insults.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Insults

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:57:00.897831Z

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 a76765f6-8d70-4bcb-800e-8fc61c1bf2fa · outbound

This paper cites Controversial / Potentially Toxic Topic.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Controversial / Potentially Toxic Topic

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:57:00.884528Z

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 7a16f1ce-503c-4a27-8c61-cedd1b88f505 · outbound

This paper cites o verall_c ategory.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection o verall_c ategory

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:57:00.869793Z

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 b96eaa77-c689-4aef-ba27-a841bc254034 · outbound

This paper cites o verall_c ategory.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection o verall_c ategory

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:57:00.856133Z

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 5474a7be-41a2-4b96-b427-2c51bf97229d · outbound

This paper cites Continual Pre-training of Language Models.

Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection Continual Pre-training of Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:54.880750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 62c0873b-4ac5-42fb-b020-e6e80378426e · inbound

Prosocial Behavior Detection in Player Game Chat: From Aligning Human-AI Definitions to Efficient Annotation at Scale cites this paper.

Prosocial Behavior Detection in Player Game Chat: From Aligning Human-AI Definitions to Efficient Annotation at Scale Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-08-05T23:09:13.856897Z

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.