Paper Citation Record · LEDGER

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging

As of 15 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 6 inbound Pith citation observations for arXiv:2412.19512.

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

pith.paper-citation-record.v1
2412.19512 v3

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T00:18:57.358405Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:13:58.102071Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T03:36:29.112684Z

Reference resolution

56 of 56 outbound references displayed

verified exact3
verified fuzzy1
unresolved52
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a6669de0-a725-4743-a029-6803a7165005 · outbound

This paper cites online" 'onlinestring :=.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.108268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eff4584b-fb71-4a75-87c0-7a33d8a563ba · outbound

This paper cites write newline.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.113902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd74db37-d909-4e67-a576-14baf081bd41 · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.119147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9fff2d4-892d-4ed9-b1fc-db6fdb6b9aa2 · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.123790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1c1f9df-884a-442c-8223-47ad7581154c · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Evaluating Large Language Models Trained on Code

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.127918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa1a49bf-99f8-4cf3-99ac-3613d52e8694 · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.132798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46844b93-c05e-4121-b95d-3a4250687f92 · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.137405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ac79489-bae2-49cc-9477-cd529f0b5bcb · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:18:58.087683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cae8a1d2-304d-4acb-b7f7-25bfa1eb1af1 · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.147107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3224d235-ae87-4a65-957a-f446bdb2be20 · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.152116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe2aa376-a3e4-40eb-b479-9f56327725cc · outbound

This paper cites The Llama 3 Herd of Models.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging The Llama 3 Herd of Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.156708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96b2dc93-a2e4-4d51-945b-a088af357675 · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:18:58.072094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f8e894bb-8996-453e-8c01-9002a2647b6b · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 13

Resolution: verified exact; doi, observed 2026-08-11T00:18:57.484090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d0c08b9f-7102-40a9-b1ad-93f379aebd8c · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:18:58.056542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 258fefcc-76a3-4216-94c6-8a8215d953a1 · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.175136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c9ed235-0a5d-42ec-83ef-7a73376fd0f3 · outbound

This paper cites Chat Vector: A Simple Approach to Equip LLMs with Instruction Following and Model Alignment in New Languages.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Chat Vector: A Simple Approach to Equip LLMs with Instruction Following and Model Alignment in New Languages

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.179861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 982c9dc8-f229-41ca-8820-09e2b13a778a · outbound

This paper cites Antidote: Post-fine-tuning Safety Alignment for Large Language Models against Harmful Fine-tuning.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Antidote: Post-fine-tuning Safety Alignment for Large Language Models against Harmful Fine-tuning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.184736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41d6838b-9387-45cc-b4ba-cc466bfa30ad · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:18:58.031361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 50db6f75-8f39-4688-a67b-30753377b358 · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:18:58.012110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 96d250f9-95a3-42ae-a3c0-e72b4c87cdd2 · outbound

This paper cites A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.199347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16e38055-cd88-4328-8d68-248f18ca3c5f · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.203568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 604cd0c9-c35e-4614-bf54-c03176f45daf · outbound

This paper cites Rusu, Kieran Milan, John Quan, Tiago Ramalho, Agnieszka Grabska-Barwinska, Demis Hassabis, Claudia Clopath, Dharshan Kumaran, and Raia Hadsell.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Rusu, Kieran Milan, John Quan, Tiago Ramalho, Agnieszka Grabska-Barwinska, Demis Hassabis, Claudia Clopath, Dharshan Kumaran, and Raia Hadsell

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.207635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88e80cff-7404-4b57-90c9-178343271d6e · outbound

This paper cites Gonzalez, Hao Zhang, and Ion Stoica.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Gonzalez, Hao Zhang, and Ion Stoica

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.211710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14dfb17d-7526-4be4-bafc-e6ba73337cc6 · outbound

This paper cites Examining Forgetting in Continual Pre-training of Aligned Large Language Models.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Examining Forgetting in Continual Pre-training of Aligned Large Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.215751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7cff0f7-6ccc-4234-81d3-9d7bfc077e11 · outbound

This paper cites ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledge.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledge

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.220122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbdd40e1-0b7a-46ae-a92c-0a627d582fca · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.224721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0da4e2f5-7d8a-4b6f-be4b-c036700f19b9 · outbound

This paper cites The Flan Collection: Designing Data and Methods for Effective Instruction Tuning.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging The Flan Collection: Designing Data and Methods for Effective Instruction Tuning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.229525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2f2cebc-1786-4481-807a-a1fc31eef8a1 · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.234241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37e8b2ae-a17b-47b6-a3c8-faffc56c6b8a · outbound

This paper cites An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.239024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c45399fd-ffbc-430f-98fa-da9585ea3673 · outbound

This paper cites Steering Language Model Refusal with Sparse Autoencoders.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Steering Language Model Refusal with Sparse Autoencoders

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.243698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b28e9ca3-9dd2-49dc-9650-ab4e13fa51d9 · outbound

This paper cites GPT-4 Technical Report.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging GPT-4 Technical Report

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.248304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d427485-1f16-4aff-a2bb-16bc870c7513 · outbound

This paper cites Training language models to follow instructions with human feedback.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Training language models to follow instructions with human feedback

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.253612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 606fa7c1-b3ea-4a90-9312-691bac18423c · outbound

This paper cites Patil, Tianjun Zhang, Xin Wang, and Joseph E.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Patil, Tianjun Zhang, Xin Wang, and Joseph E

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:18:57.969148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6984abc4-3de2-4ea2-823c-c29bbb092ddd · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.262779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0c154c0-40e2-4d93-92a5-63313287e8af · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.268347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f83f2ac8-decf-4b56-859e-7f72e3acb095 · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.272888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ea73843-acfd-4c78-b012-0d165824a4a5 · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 37

Resolution: verified exact; doi, observed 2026-08-11T00:18:57.451041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 506734e3-029b-4625-a317-972082c5716b · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.281228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc1abd00-ea36-460c-a646-8c251f96686d · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Gemma: Open Models Based on Gemini Research and Technology

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.285277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81be9f56-6b6c-4385-9e26-8994908544d3 · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.289369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65cc7a7f-dc18-481b-84cf-56f7ade16304 · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:18:57.914020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9cd53d52-179c-4626-82ca-07d4772ebfb2 · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:18:57.895988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ba9c54d4-2cf8-44dc-bb73-b9c9728300e1 · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:18:57.880020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1195a6c3-ca05-48a1-ab0c-9b7398401691 · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:18:57.864541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 37371682-f637-4edd-a981-9cf9a3da808e · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 45

Resolution: verified exact; doi, observed 2026-08-11T00:18:57.427088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c474736d-c6f6-40d5-8094-baa91145fd97 · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:18:57.849504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 660f0cb2-37c9-4e4c-9e76-4badd7e039d7 · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 47

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 303e0b88-975d-4769-a3c8-8d356b9950a2 · outbound

This paper cites Shadow Alignment: The Ease of Subverting Safely-Aligned Language Models.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Shadow Alignment: The Ease of Subverting Safely-Aligned Language Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.322310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e32e24a3-54a6-4a7b-90b4-d2f6d73c298e · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.326362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12882652-4d8a-49cf-8534-c6f29466875e · outbound

This paper cites A safety realignment framework via subspace-oriented model fusion for large language models.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging A safety realignment framework via subspace-oriented model fusion for large language models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.331014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40debd29-8179-4299-83fe-610fa81c608a · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:18:57.833826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 586cd658-5738-43be-9949-725ac913fcb9 · outbound

This paper cites an unresolved cited work.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.340125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e0ab87e-e791-4654-bb2b-d4b6654abd16 · outbound

This paper cites Weinberger, and Yoav Artzi.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Weinberger, and Yoav Artzi

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.344622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c7fd691-73c8-4b8e-adb4-c7ea122aa2da · outbound

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

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.348962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d700507f-4e65-4384-836d-8df86fce00ec · outbound

This paper cites Instruction-Following Evaluation for Large Language Models.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Instruction-Following Evaluation for Large Language Models

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.353609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ba08b25-c7d1-4545-896a-6847b723fea5 · outbound

This paper cites Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-11T00:18:57.358405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b0cb59f1-cc2b-48e8-9ece-a4a3dd1880a4 · inbound

Layer-Aware Representation Filtering: Purifying Finetuning Data to Preserve LLM Safety Alignment cites this paper.

Layer-Aware Representation Filtering: Purifying Finetuning Data to Preserve LLM Safety Alignment Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T18:13:58.102071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31aeccf6-a041-46cc-b0e8-4aa66fe671e2 · inbound

Safety Alignment as Continual Learning: Mitigating the Alignment Tax via Orthogonal Gradient Projection cites this paper.

Safety Alignment as Continual Learning: Mitigating the Alignment Tax via Orthogonal Gradient Projection Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-16T06:40:42.333276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 991fed19-b0ee-4399-a3e7-ca86572f825c · inbound

You Snooze, You Lose: Automatic Safety Alignment Restoration through Neural Weight Translation cites this paper.

You Snooze, You Lose: Automatic Safety Alignment Restoration through Neural Weight Translation Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:51:08.494325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0ab76c15-4a78-45d0-9611-7456edf670b7 · inbound

SafeSteer: Localized On-Policy Distillation for Efficient Safety Alignment cites this paper.

SafeSteer: Localized On-Policy Distillation for Efficient Safety Alignment Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging

Reference 34

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T23:06:20.945075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 321f8500-621c-4b33-b3a7-f30d06b63683 · inbound

SafeGene: Reusable Adapters for Transferable Safety Alignment cites this paper.

SafeGene: Reusable Adapters for Transferable Safety Alignment Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T03:36:29.115347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 263505ab-b217-4b2e-b25a-28d22d546b0b · inbound

When Skills Meet Safety: Benchmarking and Characterizing the Adaptive Jailbreak Robustness of Skill-Merged LLMs cites this paper.

When Skills Meet Safety: Benchmarking and Characterizing the Adaptive Jailbreak Robustness of Skill-Merged LLMs Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:15.928433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.