Paper Citation Record · LEDGER

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing

As of 18 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 1 inbound Pith citation observation for arXiv:2505.22298.

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

pith.paper-citation-record.v1
2505.22298 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:15:57.536775Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T13:25:40.986336Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T13:33:28.436357Z

Reference resolution

52 of 52 outbound references displayed

verified exact1
verified fuzzy0
unresolved51
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 12f4eedd-dfce-45ca-9db7-4a7a65a11ac3 · outbound

This paper cites GPT-4 Technical Report.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:43.110890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a9b08df-be9b-4e22-94a2-b9e8a072dc0b · outbound

This paper cites A General Language Assistant as a Laboratory for Alignment.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing A General Language Assistant as a Laboratory for Alignment

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:53.883655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9cfea09-624f-4932-b434-cc62df675bbc · outbound

This paper cites JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:53.904823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2185f7f0-9758-4998-bb0f-9fb1d0882c5f · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:53.921508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4908b335-65e0-4278-bde5-e7106d8c8064 · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:53.960290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a5c8977-9818-42dc-bb1b-ddeed463ba30 · outbound

This paper cites Neural Parameter Search for Slimmer Fine-Tuned Models and Better Transfer.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Neural Parameter Search for Slimmer Fine-Tuned Models and Better Transfer

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:15:57.853045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 24e813c1-89ba-41c0-9b8a-6c4806f2911e · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:16:03.778356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 19e6013a-30c1-4682-95e7-a2baa14dc2a6 · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:16:03.547091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4b7f7782-63ff-4069-a038-8960d6526e24 · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:54.096765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0540e5a3-5f53-4585-a4e2-9fb9aec69a58 · outbound

This paper cites The Llama 3 Herd of Models.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing The Llama 3 Herd of Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:54.134964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00edebe6-d02c-4fa6-bbbd-23b0645bf199 · outbound

This paper cites AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:54.210508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1791bb15-a5c9-40c7-aa07-e33d58c65d2a · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:16:03.262745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a33ddcc6-b6bf-419e-b59e-3ad182ac06a0 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:54.349968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bad6a4b-76f6-4c6a-8bce-381868adc9b1 · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:16:03.040700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation db2761f1-f093-4c53-9e56-6405d6de25ef · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:16:02.695290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3be33412-e70d-4442-929a-bb8ab6daff00 · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:16:02.505520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 349cab4f-a3a7-4592-a71c-f241d6271df3 · outbound

This paper cites TrustLLM: Trustworthiness in Large Language Models.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing TrustLLM: Trustworthiness in Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:54.668255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11038452-2ced-4684-851d-701eb348a6d4 · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:16:02.239546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 43ea292e-a81c-481f-8314-48697f9435e0 · outbound

This paper cites Mistral 7B.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Mistral 7B

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:54.881683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85600094-8f6c-4f2a-966c-8ac3dccbe13c · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:16:01.968731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7a640789-9b95-412e-8889-1735a5f79283 · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:16:01.746962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation df28add8-0668-45ee-ab25-332a110fee7e · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:16:01.573931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2e04470d-e56f-4ff6-b1ea-37a48786946e · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:16:01.300658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2435b332-cac3-4f30-ae53-4b08c569361f · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:16:01.058853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 800b106b-d51b-4dff-9554-21948f3ba75f · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:16:00.865978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 614f4c20-2c72-48b3-ac63-c9053798f974 · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:16:00.673771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8c9aed14-48df-4668-aeb6-688efc9696f0 · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:16:00.476325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5cff9219-a87f-4f81-8010-ae48f88c244c · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:55.535297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f27e2a0-08eb-45d5-bc00-81a4339701fb · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:16:00.284250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5a4173f3-380f-432e-ab91-936d58356508 · outbound

This paper cites Safety Alignment via Constrained Knowledge Unlearning.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Safety Alignment via Constrained Knowledge Unlearning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:55.676872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 670c77d0-3c7c-4e04-a0e9-53ae87ff812e · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:16:00.077906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2de697cc-8188-4f45-858c-a6b60d457614 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:55.841159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3952763d-ace7-4824-9572-3163cc78be12 · outbound

This paper cites Secrets of RLHF in Large Language Models Part II: Reward Modeling.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Secrets of RLHF in Large Language Models Part II: Reward Modeling

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:55.913770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f2e575b-f169-4bcd-9b03-04580a066eb4 · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:15:59.895492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e56019af-13fc-43e5-b303-239410a3dd74 · outbound

This paper cites WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:56.077056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69fe0eb0-9af1-4782-b0d0-d42ac12ba5c8 · outbound

This paper cites EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:56.133998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6e97e82-9444-436c-9e55-61069b0715ac · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:15:59.559485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e098f753-ac5c-46b3-bbf2-9c55a9742b38 · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:15:59.376711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8ee04b15-02a1-4b82-9eec-b383c24b6264 · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:15:59.156978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6002a7ed-578b-4dbb-ba01-0e8a33c9d1b3 · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:56.388453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca74ccf1-811a-41e2-8221-8029c8aa52a9 · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:15:58.959113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 825dbbae-5628-4555-bb64-44b9b8393576 · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:15:58.808397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 937bb389-675f-4e1d-b712-cf223ed1a49a · outbound

This paper cites A Comprehensive Study of Knowledge Editing for Large Language Models.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing A Comprehensive Study of Knowledge Editing for Large Language Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:56.600548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3191ede6-c0d3-46ab-8c0b-046850ee4a60 · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:15:58.616778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fd232543-3399-4009-b0c5-7b733abbf949 · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:15:58.498035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 427a7ff6-da5d-4975-80ce-ae75e4571ca3 · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:15:58.366345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1b80f9c5-15e8-4878-bf4d-938db034384c · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:15:58.233097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cd2d25c0-109c-445c-a658-bc5faa3bc6ef · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:15:58.109820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4991a1c9-c2ac-45d6-97f4-9049b9fbda88 · outbound

This paper cites an unresolved cited work.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:15:57.998329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5e2e287a-107e-46eb-9d48-a5a75a8aee69 · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:57.409970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6b97847-ebc1-4fa5-a2f6-eea5354bd4d2 · outbound

This paper cites online" 'onlinestring :=.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing online" 'onlinestring :=

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:57.471744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc2d2d41-470a-49e2-b462-8bea5be88ab9 · outbound

This paper cites write newline.

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing write newline

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:57.536775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b7db24e7-062c-447f-ac2d-dcf0ba0b66f6 · inbound

Where Does Toxicity Live? Mechanistic Localization and Targeted Suppression in Language Models cites this paper.

Where Does Toxicity Live? Mechanistic Localization and Targeted Suppression in Language Models Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-06-29T13:33:28.438432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.