Paper Citation Record · LEDGER

Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 14 inbound Pith citation observations for arXiv:2402.11746.

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

pith.paper-citation-record.v1
2402.11746 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 14 of 14 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:26:52.448035Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T22:46:53.273083Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 6975985b-7eaa-4b5d-8fd1-a58816c1e88f · inbound

LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models cites this paper.

LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:40:02.271657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 34d53f72-49da-4b5b-be52-fb46afca2b8c · inbound

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities cites this paper.

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-17T22:16:04.864280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5780d874-7083-41a5-8e18-73b4ec64eb3e · inbound

Separate the Wheat from the Chaff: A Post-Hoc Approach to Safety Re-Alignment for Fine-Tuned Language Models cites this paper.

Separate the Wheat from the Chaff: A Post-Hoc Approach to Safety Re-Alignment for Fine-Tuned Language Models Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T15:26:52.448035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97e7f11b-9295-469f-b56e-e7c105f557f3 · inbound

NLSR: Neuron-Level Safety Realignment of Large Language Models Against Harmful Fine-Tuning cites this paper.

NLSR: Neuron-Level Safety Realignment of Large Language Models Against Harmful Fine-Tuning Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T14:06:48.069054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1b3c68d-dc59-445e-a883-64fb48683885 · inbound

BADTV: Unveiling Backdoor Threats in Third-Party Task Vectors cites this paper.

BADTV: Unveiling Backdoor Threats in Third-Party Task Vectors Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T22:18:55.312819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 849d9c24-d18f-4223-9b12-44045be0e502 · inbound

Three Minds, One Legend: Jailbreak Large Reasoning Model with Adaptive Stacked Ciphers cites this paper.

Three Minds, One Legend: Jailbreak Large Reasoning Model with Adaptive Stacked Ciphers Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T15:08:10.179155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98250a6e-29fd-4602-af8c-bc8cce841dab · inbound

Understanding Refusal in Language Models with Sparse Autoencoders cites this paper.

Understanding Refusal in Language Models with Sparse Autoencoders Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T12:51:04.068736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfbd97a3-ac7c-422f-bdcd-cb79bbcc4ff3 · inbound

SafeSteer: Interpretable Safety Steering with Refusal-Evasion in LLMs cites this paper.

SafeSteer: Interpretable Safety Steering with Refusal-Evasion in LLMs Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:01:32.321240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59b1908d-c0f9-4dc3-b7a9-f947ec177df5 · inbound

SEALGuard: Safeguarding the Multilingual Conversations in Southeast Asian Languages for LLM Software Systems cites this paper.

SEALGuard: Safeguarding the Multilingual Conversations in Southeast Asian Languages for LLM Software Systems Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:41.932621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f02a6b71-f376-4035-8db3-15bf0e55606b · inbound

Copyright Protection for Large Language Models: A Survey of Methods, Challenges, and Trends cites this paper.

Copyright Protection for Large Language Models: A Survey of Methods, Challenges, and Trends Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-18T22:46:53.276004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ff2285ec-1da2-4be1-9a5b-cdc9c5650f98 · inbound

Turning the Spell Around: Lightweight Alignment Amplification via Rank-One Safety Injection cites this paper.

Turning the Spell Around: Lightweight Alignment Amplification via Rank-One Safety Injection Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T14:57:12.770432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cac18244-e25d-4590-8959-15d231bb19bd · inbound

Unlocking the Effectiveness of LoRA-FP for Seamless Transfer Implantation of Fingerprints in Downstream Models cites this paper.

Unlocking the Effectiveness of LoRA-FP for Seamless Transfer Implantation of Fingerprints in Downstream Models Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T13:17:08.150269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7b04929-c539-4f54-8030-a3a26a142c30 · inbound

Anchoring Refusal Direction: Mitigating Safety Risks in Tuning via Projection Constraint cites this paper.

Anchoring Refusal Direction: Mitigating Safety Risks in Tuning via Projection Constraint Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T23:10:21.185563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b83ca1f-1e85-426b-b604-e817fe22386e · inbound

MoGU V2: Toward a Higher Pareto Frontier Between Model Usability and Security cites this paper.

MoGU V2: Toward a Higher Pareto Frontier Between Model Usability and Security Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T23:09:41.488370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.