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Paper Citation Record · LEDGER

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning

As of 23 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2606.10989.

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

pith.paper-citation-record.v1
2606.10989 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T13:34:45.827277Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

54 of 54 outbound references displayed

  • verified exact10
  • verified fuzzy0
  • unresolved44
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6545d871-f1f0-407a-92b2-765ab1117c30 · outbound

This paper cites Machine unlearning,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Machine unlearning,

Reference 1

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Observation 7c85f361-c96f-4c12-852a-bc1108c42aa5 · outbound

This paper cites Large language model unlearning,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Large language model unlearning,

Reference 2

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Observation 4f0dcd5b-94db-479a-85e0-b8459d3e5be2 · outbound

This paper cites Tofu: A task of fictitious unlearning for llms,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Tofu: A task of fictitious unlearning for llms,

Reference 3

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Observation dfbd7b9c-864f-4d0d-8318-7c438215b58c · outbound

This paper cites Negative Preference Optimization: From Catastrophic Collapse to Effective Unlearning.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Negative Preference Optimization: From Catastrophic Collapse to Effective Unlearning

Reference 4

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Observation f04d3a0f-01c1-492e-bd07-86c04d60b95d · outbound

This paper cites Rethinking machine unlearning for large language models,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Rethinking machine unlearning for large language models,

Reference 5

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Observation e440d0d3-c56d-44e1-96ad-cfbd2095db1f · outbound

This paper cites Muse: Machine unlearning six-way evaluation for language models,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Muse: Machine unlearning six-way evaluation for language models,

Reference 6

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Observation 8a305538-a5e9-4188-964b-8367903f79e9 · outbound

This paper cites Openunlearning: Accelerating llm unlearning via unified benchmarking of methods and metrics,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Openunlearning: Accelerating llm unlearning via unified benchmarking of methods and metrics,

Reference 7

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Observation f7104e4a-ad5e-47a0-8d7f-1a1107a52ff4 · outbound

This paper cites Position: LLM Unlearning Benchmarks are Weak Measures of Progress.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Position: LLM Unlearning Benchmarks are Weak Measures of Progress

Reference 8

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arxiv_id, observed 2026-07-03T04:47:38.811236Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 55377f52-e2f0-48c1-9242-20a2249b0ec0 · outbound

This paper cites Invariance makes LLM unlearning resilient even to unanticipated downstream fine-tuning,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Invariance makes LLM unlearning resilient even to unanticipated downstream fine-tuning,

Reference 9

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Observation 34456a29-ab86-4093-8929-52cf025cdd93 · outbound

This paper cites Auditing language model unlearning via information decomposition,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Auditing language model unlearning via information decomposition,

Reference 10

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Observation 3dbc2199-8372-42e9-8640-77b26c64f380 · outbound

This paper cites Explainable llm unlearning through reasoning,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Explainable llm unlearning through reasoning,

Reference 11

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Observation 242198e2-ed2a-4ae4-b152-a6dfe73af620 · outbound

This paper cites Alternate preference optimization for unlearning factual knowledge in large language models,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Alternate preference optimization for unlearning factual knowledge in large language models,

Reference 12

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Observation dc16417a-bc34-48e4-9f24-9bfb9ee03221 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning LoRA: Low-Rank Adaptation of Large Language Models

Reference 13

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local_arxiv, observed 2026-07-03T04:47:38.795085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 074925fb-d96f-4d60-9a83-4bfa0b9f9bfe · outbound

This paper cites Lora learns less and forgets less,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Lora learns less and forgets less,

Reference 14

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Observation d684ac81-ff42-456e-b040-053c000d4196 · outbound

This paper cites Take Only What You Need: Rank Minimization as an Implicit Forgetting Regularizer in Continual Learning.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Take Only What You Need: Rank Minimization as an Implicit Forgetting Regularizer in Continual Learning

Reference 15

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Observation a5d00b16-4884-42b4-bd9b-c599c00723eb · outbound

This paper cites OPLoRA: Orthogonal projection LoRA prevents catastrophic forgetting during parameter-efficient fine-tuning,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning OPLoRA: Orthogonal projection LoRA prevents catastrophic forgetting during parameter-efficient fine-tuning,

Reference 16

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Observation 2c5520c9-7139-4962-9efe-799dbaba3d89 · outbound

This paper cites Who's Harry Potter? Approximate Unlearning in LLMs.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Who's Harry Potter? Approximate Unlearning in LLMs

Reference 17

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arxiv_id, observed 2026-07-03T04:47:38.799656Z

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Observation b6c1080b-2dfe-4fad-b9c4-6416a61988e4 · outbound

This paper cites Large language model unlearning,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Large language model unlearning,

Reference 18

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Observation 09272be4-265f-4122-97d5-8523db95a121 · outbound

This paper cites Machine unlearning of pre-trained large language models,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Machine unlearning of pre-trained large language models,

Reference 19

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Observation 7976b033-db98-4605-b901-b3e4f64c593a · outbound

This paper cites Simplicity prevails: Rethinking negative preference optimization for llm unlearn- ing,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Simplicity prevails: Rethinking negative preference optimization for llm unlearn- ing,

Reference 20

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Observation 4d01406b-d0a5-4285-8167-a48ad769f8ba · outbound

This paper cites ReLearn: Unlearning via learning for large language models,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning ReLearn: Unlearning via learning for large language models,

Reference 21

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Observation 81e847a3-59b4-478a-b68c-348d4e00e8da · outbound

This paper cites Direct preference optimization: Your language model is secretly a reward model,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Direct preference optimization: Your language model is secretly a reward model,

Reference 22

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Observation 0034dc9b-0311-4c33-acaa-c9ad4ba4d2b1 · outbound

This paper cites R-tofu: Unlearning in large reasoning models,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning R-tofu: Unlearning in large reasoning models,

Reference 23

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Observation 95d8bbf5-7b49-4df7-80c5-bbdc447f4dcb · outbound

This paper cites The wmdp benchmark: Measuring and reducing malicious use with unlearning,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning The wmdp benchmark: Measuring and reducing malicious use with unlearning,

Reference 24

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Observation c3d0b88a-e6f7-4afe-93d6-d7ed6a5b55db · outbound

This paper cites On effects of steering latent representation for large language model unlearning,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning On effects of steering latent representation for large language model unlearning,

Reference 25

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Observation 38751e94-f254-4b2e-9a77-646774ee0b12 · outbound

This paper cites LLM unlearning via neural activation redirection,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning LLM unlearning via neural activation redirection,

Reference 26

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Observation 5a5bfdd1-47c4-4fdb-9fb6-9d1112eb2c44 · outbound

This paper cites Available: https://openreview.net/forum?id=teB4aqJsNP.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Available: https://openreview.net/forum?id=teB4aqJsNP

Reference 27

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Observation ee599bd7-83ba-407f-a5b8-0aba3e90be7d · outbound

This paper cites Lock on target! precision unlearning via directional control,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Lock on target! precision unlearning via directional control,

Reference 28

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Observation 859614a5-69f4-4f5c-bced-ad25342241c4 · outbound

This paper cites Towards robust and parameter- efficient knowledge unlearning for llms,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Towards robust and parameter- efficient knowledge unlearning for llms,

Reference 29

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Observation 1cd6c828-e1bf-443c-be6d-11f1a1838311 · outbound

This paper cites Unified parameter-efficient unlearning for llms,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Unified parameter-efficient unlearning for llms,

Reference 30

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Observation 272af1d4-0284-4fa6-bae3-a6d7f0feceee · outbound

This paper cites Lune: Efficient llm unlearning via lora fine-tuning with negative examples,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Lune: Efficient llm unlearning via lora fine-tuning with negative examples,

Reference 31

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Observation 93daa70e-3629-43d8-aae2-157ee68d1e9e · outbound

This paper cites Quantization-Robust LLM Unlearning via Low-Rank Adaptation.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Quantization-Robust LLM Unlearning via Low-Rank Adaptation

Reference 32

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Observation d84a81d2-1e68-4430-bcd1-3faa59d2306d · outbound

This paper cites Knowledge neurons in pretrained transformers,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Knowledge neurons in pretrained transformers,

Reference 33

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Observation 2306a7e3-6f8a-4563-8af8-b730c832a668 · outbound

This paper cites Locating and editing factual associations in gpt,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Locating and editing factual associations in gpt,

Reference 34

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Observation 724d5d0d-4d03-452a-9fa9-3f9a2a0b3ba9 · outbound

This paper cites Fast model editing at scale,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Fast model editing at scale,

Reference 35

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Observation 829aea43-640f-4b18-8859-552c0b0f90a0 · outbound

This paper cites Mass-editing memory in a transformer,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Mass-editing memory in a transformer,

Reference 36

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Observation 77917ede-2815-4d9f-94a9-7a48cbfd48c0 · outbound

This paper cites Continual learning of context- dependent processing in neural networks,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Continual learning of context- dependent processing in neural networks,

Reference 37

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Observation 1a6f19ae-bbd4-4155-b0dd-f88a290ab5f9 · outbound

This paper cites Efficient lifelong learning with A-GEM,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Efficient lifelong learning with A-GEM,

Reference 38

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Observation db3f1434-0eb2-4d12-87de-c4678c244373 · outbound

This paper cites Training networks in null space of feature covariance for continual learning,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Training networks in null space of feature covariance for continual learning,

Reference 39

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Observation ee036ffe-0d5f-4934-a900-c9fedc8aa150 · outbound

This paper cites Alphaedit: Null-space constrained knowledge editing for language models,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Alphaedit: Null-space constrained knowledge editing for language models,

Reference 40

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Observation 8799ceaa-6dcc-4581-a6f3-f2f9dec3cf07 · outbound

This paper cites Model unlearning via sparse autoencoder subspace guided projections,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Model unlearning via sparse autoencoder subspace guided projections,

Reference 41

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Observation 2edc11d5-1c94-4ccc-9bbf-b24247653db9 · outbound

This paper cites Less is More: Geometric Unlearning for LLMs with Minimal Data Disclosure.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Less is More: Geometric Unlearning for LLMs with Minimal Data Disclosure

Reference 42

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Observation 3aebae26-8838-4e76-932b-572790dfbd2f · outbound

This paper cites The approximation of one matrix by another of lower rank,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning The approximation of one matrix by another of lower rank,

Reference 43

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Observation dd2a4e12-e466-4d7d-afbd-b298748e446b · outbound

This paper cites Symmetric gauge functions and unitarily invariant norms,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Symmetric gauge functions and unitarily invariant norms,

Reference 44

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Observation 682af7e2-c22d-43a1-a048-fdc874efd19f · outbound

This paper cites Finding structure with randomness: Probabilistic algorithms for constructing approximate ma- trix decompositions,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Finding structure with randomness: Probabilistic algorithms for constructing approximate ma- trix decompositions,

Reference 45

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Observation a065dc61-630e-4375-8b34-aa069ad8766e · outbound

This paper cites The Llama 3 Herd of Models.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning The Llama 3 Herd of Models

Reference 46

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verified exact
local_arxiv, observed 2026-07-03T04:47:38.802839Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 6ad5330e-2700-40ae-be42-a60825a6bf46 · outbound

This paper cites Zephyr: Direct Distillation of LM Alignment.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Zephyr: Direct Distillation of LM Alignment

Reference 47

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local_arxiv, observed 2026-07-03T04:47:38.808471Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 8a0b973d-5f69-4de7-837a-65afbaa8d76c · outbound

This paper cites Towards robust evaluation of unlearning in LLMs via data transformations,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Towards robust evaluation of unlearning in LLMs via data transformations,

Reference 48

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Observation 9e5ffd45-09bf-4dd0-844a-eaa05a2efa9e · outbound

This paper cites Multilingual jailbreak challenges in large language models,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Multilingual jailbreak challenges in large language models,

Reference 49

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Observation b1b81da7-96d8-41d2-a2ab-be3ed7481a3c · outbound

This paper cites Jailbreakbench: An open robustness benchmark for jailbreaking large language models,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Jailbreakbench: An open robustness benchmark for jailbreaking large language models,

Reference 50

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Observation 64560ce8-a322-4f39-9849-72b47fc3a892 · outbound

This paper cites HarmBench: A standardized evaluation framework for automated red teaming and robust refusal,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning HarmBench: A standardized evaluation framework for automated red teaming and robust refusal,

Reference 51

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Observation 926ec02b-fe8a-44de-be62-426797190079 · outbound

This paper cites 35 181–35 224.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning 35 181–35 224

Reference 52

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source=pdf_text observed=2026-06-27T13:34:45.827277Z digest=sha256:d8c3e2fcca803b17cfe765d1091897416edc62767c1f02b7ea98e33ee290faf8

Observation 0efdf69f-b813-4656-a60e-f3517e3b4c62 · outbound

This paper cites ”do anything now.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning ”do anything now

Reference 53

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arxiv_id, observed 2026-06-27T13:40:57.355717Z

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source=pdf_text observed=2026-06-27T13:34:45.827277Z digest=sha256:d5913ec1c80a6ba55bd32b1512e2faa47bb31ab9366ca99288d4b0816f2d1aa6

Observation 02bd7f2a-f81e-4dd6-8cb1-e038f8e6282d · outbound

This paper cites Don’t listen to me: Understanding and exploring jailbreak prompts of large language models,.

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Don’t listen to me: Understanding and exploring jailbreak prompts of large language models,

Reference 54

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Pith citing papers

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