Paper Citation Record · LEDGER

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating

As of 12 August 2026, this Paper Citation Record lists 79 of 79 outbound references and 2 inbound Pith citation observations for arXiv:2502.00158.

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

pith.paper-citation-record.v1
2502.00158 v1

Coverage vector

measured 79 of 79 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T20:04:50.349910Z

measured 81 of 81 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T19:44:21.036373Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T14:11:01.504501Z

Reference resolution

79 of 79 outbound references displayed

verified exact0
verified fuzzy51
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 12375d61-6da1-4a57-a406-e20bc0e321db · outbound

This paper cites A., Jia, H., Travers, A., Zhang, B., Lie, D., and Papernot, N.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating A., Jia, H., Travers, A., Zhang, B., Lie, D., and Papernot, N

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-09T20:04:49.909470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 749893ed-89cb-42e5-bfc6-d5fa82d28c3f · outbound

This paper cites D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-09T20:04:49.914723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 837e51f3-91b3-403e-b037-a271edcff796 · outbound

This paper cites and Yang, J.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating and Yang, J

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.632204Z

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 3648ba80-9de8-4ef5-8c03-a33ce616c63d · outbound

This paper cites How smooth is attention? In International Conference on Machine Learning, pp.\ 5817--5840, 2024.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating How smooth is attention? In International Conference on Machine Learning, pp.\ 5817--5840, 2024

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.617749Z

Source-reported events for the cited work

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Observation 69e750f2-8176-43d8-854f-28ae1bc6a45f · outbound

This paper cites Towards task-conflicts momentum-calibrated approach for multi-task learning.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Towards task-conflicts momentum-calibrated approach for multi-task learning

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.603171Z

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 60744aac-240e-4064-920c-1f3fe9d84697 · outbound

This paper cites How do large language models acquire factual knowledge during pretraining? Advances in Neural Information Processing Systems, 37, 2024.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating How do large language models acquire factual knowledge during pretraining? Advances in Neural Information Processing Systems, 37, 2024

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.588054Z

Source-reported events for the cited work

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Observation 6eec8369-d23e-4eea-8823-82c2188b31c4 · outbound

This paper cites an unresolved cited work.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-09T20:04:51.573032Z

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 57d6c9bf-d9f2-4942-839b-3211cb9ecaf7 · outbound

This paper cites Can editing llms inject harm? arXiv preprint arXiv:2407.20224, 2024.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Can editing llms inject harm? arXiv preprint arXiv:2407.20224, 2024

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T20:04:49.943301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6cc4e26-b68a-4d90-bd93-78e3a4878bd4 · outbound

This paper cites and Yang, D.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating and Yang, D

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.556859Z

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 dce5be35-5859-4f9d-9c7f-5e93e4342fb6 · outbound

This paper cites Recall and learn: Fine-tuning deep pretrained language models with less forgetting.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Recall and learn: Fine-tuning deep pretrained language models with less forgetting

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.542992Z

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 a6458136-3bee-4121-96e9-ca09a4f28107 · outbound

This paper cites Just pick a sign: Optimizing deep multitask models with gradient sign dropout.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Just pick a sign: Optimizing deep multitask models with gradient sign dropout

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.528029Z

Source-reported events for the cited work

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Observation 2364e212-5796-4ef5-9700-8baf6fd27d9c · outbound

This paper cites Editing language model-based knowledge graph embeddings.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Editing language model-based knowledge graph embeddings

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.513428Z

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 951eccda-581e-4dad-9898-b9517684dd2c · outbound

This paper cites On the properties of neural machine translation: Encoder -- decoder approaches.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating On the properties of neural machine translation: Encoder -- decoder approaches

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.498731Z

Source-reported events for the cited work

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Observation aafdb4aa-5ff2-40d0-b9bf-041e1aeb30f0 · outbound

This paper cites Knowledge neurons in pretrained transformers.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Knowledge neurons in pretrained transformers

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-09T20:04:49.969260Z

Source-reported events for the cited work

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Observation f8f8a6b2-bb66-4f5c-a491-773b9433c0c9 · outbound

This paper cites Editing factual knowledge in language models.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Editing factual knowledge in language models

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.474940Z

Source-reported events for the cited work

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Observation 25429b6d-7e04-4edb-9764-3e621dfdab03 · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Bert: Pre-training of deep bidirectional transformers for language understanding

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-09T20:04:49.977242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22cb560f-6c84-4129-ab21-44cb0d34af36 · outbound

This paper cites Calibrating factual knowledge in pretrained language models.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Calibrating factual knowledge in pretrained language models

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.449496Z

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 e37e9444-3cb7-4008-8167-5093cb2b1b06 · outbound

This paper cites The Llama 3 Herd of Models.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating The Llama 3 Herd of Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-09T20:04:49.985037Z

Source-reported events for the cited work

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Observation fb8af10f-97a8-49c9-81e2-5892aa7d8e30 · outbound

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

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Who's Harry Potter? Approximate Unlearning in LLMs

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-09T20:04:49.989615Z

Source-reported events for the cited work

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Observation 6938e839-0981-4a9c-b55c-ca68a7b3ebe4 · outbound

This paper cites Efficient and accurate estimation of lipschitz constants for deep neural networks.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Efficient and accurate estimation of lipschitz constants for deep neural networks

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-09T20:04:49.993529Z

Source-reported events for the cited work

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Observation 3b9776a7-c985-4958-ad5f-483c9800ed17 · outbound

This paper cites Efficiently identifying task groupings for multi-task learning.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Efficiently identifying task groupings for multi-task learning

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.424200Z

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 0805b3cd-f160-4ea1-9dae-9b5340128d05 · outbound

This paper cites Exploring Memorization and Copyright Violation in Frontier LLMs: A Study of the New York Times v. OpenAI 2023 Lawsuit.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Exploring Memorization and Copyright Violation in Frontier LLMs: A Study of the New York Times v. OpenAI 2023 Lawsuit

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-09T20:04:50.000961Z

Source-reported events for the cited work

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Observation 770417c0-a31a-47bd-a018-8905a7360460 · outbound

This paper cites On Large Language Model Continual Unlearning.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating On Large Language Model Continual Unlearning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-09T20:04:50.005716Z

Source-reported events for the cited work

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Observation 4d495767-1a75-4f5a-b408-3bc715380690 · outbound

This paper cites Certified data removal from machine learning models.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Certified data removal from machine learning models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-09T20:04:50.010259Z

Source-reported events for the cited work

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Observation df403fd0-848b-4ff6-a6ff-5ee2293a35f3 · outbound

This paper cites A unified framework for model editing.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating A unified framework for model editing

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.398696Z

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 122b5537-5560-4901-ae29-55a0e582eca7 · outbound

This paper cites Aging with grace: Lifelong model editing with discrete key-value adaptors.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Aging with grace: Lifelong model editing with discrete key-value adaptors

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.383479Z

Source-reported events for the cited work

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Observation c7165cef-2336-492c-b572-fd7e69b58b80 · outbound

This paper cites Y., and Guo, Z.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Y., and Guo, Z

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.368896Z

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 a12dce31-cd2a-47bd-8d90-e647e2e061e0 · outbound

This paper cites Transformer-patcher: One mistake worth one neuron.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Transformer-patcher: One mistake worth one neuron

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.353575Z

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 abe688ff-d984-4ce8-b8b9-834205e2974f · outbound

This paper cites T., Wortsman, M., Schmidt, L., Hajishirzi, H., and Farhadi, A.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating T., Wortsman, M., Schmidt, L., Hajishirzi, H., and Farhadi, A

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.338545Z

Source-reported events for the cited work

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Observation 0986adec-aaeb-401b-af62-e7fbb9e5dcd5 · outbound

This paper cites and Motwani, R.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating and Motwani, R

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-09T20:04:50.034757Z

Source-reported events for the cited work

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This paper cites Beavertails: Towards improved safety alignment of llm via a human-preference dataset.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Beavertails: Towards improved safety alignment of llm via a human-preference dataset

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.313847Z

Source-reported events for the cited work

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Observation c92ad1e5-4b11-4924-bf40-35389b1ba84c · outbound

This paper cites Soul: Unlocking the power of second-order optimization for llm unlearning.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Soul: Unlocking the power of second-order optimization for llm unlearning

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.299703Z

Source-reported events for the cited work

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Observation 7280cc55-ec0f-42a9-82cc-06481a94e281 · outbound

This paper cites Mistral 7B.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Mistral 7B

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-09T20:04:50.047375Z

Source-reported events for the cited work

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Observation 7168b40f-71ac-4acf-850f-4a247279e1d9 · outbound

This paper cites The lipschitz constant of self-attention.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating The lipschitz constant of self-attention

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.285987Z

Source-reported events for the cited work

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Observation 167ea986-94ea-4ce2-b698-35c39e223dc3 · outbound

This paper cites Lipschitz constant estimation of neural networks via sparse polynomial optimization.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Lipschitz constant estimation of neural networks via sparse polynomial optimization

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.271484Z

Source-reported events for the cited work

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Observation 89a34dfa-0197-419f-aad1-b91fe9e46987 · outbound

This paper cites Zero-shot relation extraction via reading comprehension.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Zero-shot relation extraction via reading comprehension

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.257217Z

Source-reported events for the cited work

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Observation 49368cb9-e591-42c4-8824-cd6177c96625 · outbound

This paper cites S., Zaheer, M., Wang, X., Lukasik, M., Veit, A., Yu, F., and Kumar, S.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating S., Zaheer, M., Wang, X., Lukasik, M., Veit, A., Yu, F., and Kumar, S

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.242376Z

Source-reported events for the cited work

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Observation d57d5498-97aa-446c-b4e4-4f4e89c14e8b · outbound

This paper cites Pmet: Precise model editing in a transformer.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Pmet: Precise model editing in a transformer

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.228101Z

Source-reported events for the cited work

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Observation 7fd83c73-68ba-46c8-8da7-45c07b685224 · outbound

This paper cites Unveiling the pitfalls of knowledge editing for large language models.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Unveiling the pitfalls of knowledge editing for large language models

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.213147Z

Source-reported events for the cited work

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Observation d4156ca7-9d12-4a82-8829-a6f16494228b · outbound

This paper cites ROUGE : A package for automatic evaluation of summaries.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating ROUGE : A package for automatic evaluation of summaries

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.196912Z

Source-reported events for the cited work

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Observation fa569afa-8768-48f7-abd5-d973da0b9e26 · outbound

This paper cites Pareto multi-task learning.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Pareto multi-task learning

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.182230Z

Source-reported events for the cited work

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Observation 6419a985-29a4-47bd-ac8c-ef23fb53c1e7 · outbound

This paper cites Conflict-averse gradient descent for multi-task learning.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Conflict-averse gradient descent for multi-task learning

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.168121Z

Source-reported events for the cited work

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Observation 43fa941f-bc85-45fa-9306-d71125a8692c · outbound

This paper cites Rethinking Machine Unlearning for Large Language Models.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Rethinking Machine Unlearning for Large Language Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-09T20:04:50.089746Z

Source-reported events for the cited work

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Observation e518d094-9c63-40e1-b275-cd799a360aae · outbound

This paper cites Revisiting who’s harry potter: Towards targeted unlearning from a causal intervention perspective.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Revisiting who’s harry potter: Towards targeted unlearning from a causal intervention perspective

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.151523Z

Source-reported events for the cited work

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Observation 8499e28d-6a49-4fbb-803a-d1a5d73fa886 · outbound

This paper cites Machine Unlearning in Generative AI: A Survey.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Machine Unlearning in Generative AI: A Survey

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-09T20:04:50.098493Z

Source-reported events for the cited work

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Observation e16f0e98-8ea8-4a05-8059-2c59adbebae0 · outbound

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Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Towards safer large language models through machine unlearning

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.136565Z

Source-reported events for the cited work

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Observation 67e2ed56-022c-4dfd-a881-4d2508ad9141 · outbound

This paper cites Least squares quantization in pcm.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Least squares quantization in pcm

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-09T20:04:50.106901Z

Source-reported events for the cited work

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Observation 86d95da8-90c1-45d7-95e3-b1e419b03231 · outbound

This paper cites C., and Kolter, J.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating C., and Kolter, J

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.113420Z

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 3b68d9c1-6c91-4b8e-8064-9fdf9d142d8f · outbound

This paper cites Locating and editing factual associations in gpt.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Locating and editing factual associations in gpt

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-09T20:04:50.115729Z

Source-reported events for the cited work

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Observation fc40a758-7d6e-4d2a-8dac-866683ecf340 · outbound

This paper cites an unresolved cited work.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-09T20:04:51.091007Z

Source-reported events for the cited work

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Observation 9e3d9e1e-3f85-4a74-b0e6-37aa56677c42 · outbound

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Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating D., and Finn, C

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.077762Z

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Observation a97c7020-841f-4f6f-87f1-6c8f5d30ca7a · outbound

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Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating In-context unlearning: Language models as few-shot unlearners

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.064719Z

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Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating The Frontier of Data Erasure: Machine Unlearning for Large Language Models

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Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating D., Ermon, S., and Finn, C

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Resolution: unresolved; no resolver link, observed 2026-08-09T20:04:50.138522Z

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Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Unresolved cited work

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Resolution: unresolved; raw_fallback, observed 2026-08-09T20:04:51.043134Z

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This paper cites and Koltun, V.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating and Koltun, V

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Resolution: unresolved; no resolver link, observed 2026-08-09T20:04:50.146077Z

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Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Recon: Reducing conflicting gradients from the root for multi-task learning

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.019340Z

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Observation aef319a4-b654-4e4a-b728-7c5d36138380 · outbound

This paper cites Detecting pretraining data from large language models.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Detecting pretraining data from large language models

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:51.006025Z

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Observation a2b22c59-fbb2-429e-8483-6aba24b492ed · outbound

This paper cites Editable neural networks.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Editable neural networks

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:50.993065Z

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This paper cites Massive editing for large language models via meta learning.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Massive editing for large language models via meta learning

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:50.980442Z

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This paper cites To forget or not? towards practical knowledge unlearning for large language models.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating To forget or not? towards practical knowledge unlearning for large language models

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:50.967128Z

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Observation 2396a448-b84b-45b6-8e74-b8d38cee832e · outbound

This paper cites LLM Surgery: Efficient Knowledge Unlearning and Editing in Large Language Models.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating LLM Surgery: Efficient Knowledge Unlearning and Editing in Large Language Models

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Resolution: unresolved; no resolver link, observed 2026-08-09T20:04:50.278018Z

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Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Knowledge mechanisms in large language models: A survey and perspective

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:50.954149Z

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This paper cites Detoxifying large language models via knowledge editing.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Detoxifying large language models via knowledge editing

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:50.941321Z

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This paper cites Wise: Rethinking the knowledge memory for lifelong model editing of large language models.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Wise: Rethinking the knowledge memory for lifelong model editing of large language models

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:50.928263Z

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Observation 52dc8041-bc7c-4b87-a886-f36ab0d5cbdb · outbound

This paper cites E asy E dit: An easy-to-use knowledge editing framework for large language models.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating E asy E dit: An easy-to-use knowledge editing framework for large language models

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:50.914860Z

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Observation 46f050b4-e80b-4e8a-90c4-08e1c025eddf · outbound

This paper cites Knowledge editing for large language models: A survey.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Knowledge editing for large language models: A survey

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:50.901510Z

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This paper cites Editing conceptual knowledge for large language models.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Editing conceptual knowledge for large language models

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:50.887685Z

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Observation a3bddddf-f5d6-4916-9421-94fdf054e293 · outbound

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

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Machine unlearning of pre-trained large language models

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:50.874029Z

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Observation cb017eb1-2cc5-433f-94d8-feb9165d07e2 · outbound

This paper cites Large Language Model Unlearning.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Large Language Model Unlearning

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Resolution: unresolved; no resolver link, observed 2026-08-09T20:04:50.310968Z

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This paper cites Melo: Enhancing model editing with neuron-indexed dynamic lora.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Melo: Enhancing model editing with neuron-indexed dynamic lora

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:50.860442Z

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Observation 6956a74b-e15e-44fb-8e08-5948c1e5653f · outbound

This paper cites Gradient surgery for multi-task learning.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Gradient surgery for multi-task learning

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:50.845134Z

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Observation b720674a-f393-4a9b-a32b-1f35ca403ab4 · outbound

This paper cites Investigating the Catastrophic Forgetting in Multimodal Large Language Models.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Investigating the Catastrophic Forgetting in Multimodal Large Language Models

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Resolution: unresolved; no resolver link, observed 2026-08-09T20:04:50.323782Z

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Observation 6e8dff45-3547-45cd-86bd-c33dd16e0687 · outbound

This paper cites Verification of machine unlearning is fragile.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Verification of machine unlearning is fragile

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:50.831827Z

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Observation 0476693c-86d8-4467-96e5-f6a412d78b03 · outbound

This paper cites Towards certified unlearning for deep neural networks.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Towards certified unlearning for deep neural networks

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:50.817492Z

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Observation cbadd495-72c5-438d-a61b-accb3d32b97a · outbound

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

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating A Comprehensive Study of Knowledge Editing for Large Language Models

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Resolution: unresolved; no resolver link, observed 2026-08-09T20:04:50.336847Z

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Observation 4513361d-a9ad-4765-a12a-90969c087f86 · outbound

This paper cites Negative preference optimization: From catastrophic collapse to effective unlearning.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Negative preference optimization: From catastrophic collapse to effective unlearning

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:50.802744Z

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Observation 7310ece3-33f6-433d-8806-845270a03f7e · outbound

This paper cites Can we edit factual knowledge by in-context learning? In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, pp.\ 4862--4876, 2023.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating Can we edit factual knowledge by in-context learning? In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, pp.\ 4862--4876, 2023

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:04:50.787475Z

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Observation 955d11b4-3f60-485b-999b-71c35eed8158 · outbound

This paper cites write newline.

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating write newline

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Resolution: unresolved; no resolver link, observed 2026-08-09T20:04:50.349910Z

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Pith citing papers

Observation 03f28ef1-af54-48b2-b067-1a7a3d5fcf06 · inbound

Beyond the Permutation Symmetry of Transformers: The Role of Rotation for Model Fusion cites this paper.

Beyond the Permutation Symmetry of Transformers: The Role of Rotation for Model Fusion Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating

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Resolution: unresolved; no resolver link, observed 2026-08-09T19:44:21.036373Z

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Observation 834857a0-9f47-4320-b04f-40795208c64b · inbound

Editing as Unlearning: Are Knowledge Editing Methods Strong Baselines for Large Language Model Unlearning? cites this paper.

Editing as Unlearning: Are Knowledge Editing Methods Strong Baselines for Large Language Model Unlearning? Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating

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Resolution: verified exact; local_arxiv, observed 2026-08-07T14:11:01.563987Z

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