Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning | Paper Citation Record

Observation 6251c228-332c-41e6-8381-c2688ebc817f · outbound

This paper cites Obfuscated Activations Bypass LLM Latent-Space Defenses.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Obfuscated Activations Bypass LLM Latent-Space Defenses

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.513324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10d6600f-294f-4ff0-a869-9c01daee8747 · outbound

This paper cites Machine Unlearning.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Machine Unlearning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.521565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 198149c3-8aac-4adb-9ded-30adb0005cbd · outbound

This paper cites an unresolved cited work.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.529424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a90c623-ca79-423e-a5c1-333d75658eec · outbound

This paper cites R.; Lin, H.; Belkin, M.; Huerta, R.; and Vuli \'c , I.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning R.; Lin, H.; Belkin, M.; Huerta, R.; and Vuli \'c , I

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.537562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 851eb504-2ad6-4c9f-a4f1-9ca2c8ff25a0 · outbound

This paper cites an unresolved cited work.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.541068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6decf4a-897d-4fa2-b47a-fdd0c1fe6791 · outbound

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

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Who's Harry Potter? Approximate Unlearning in LLMs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.544683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d53ac09b-883c-43e5-90dd-d13118491d55 · outbound

This paper cites an unresolved cited work.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.548586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7823968f-5c5b-44f1-a63c-f36080ff5f51 · outbound

This paper cites an unresolved cited work.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.552671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0649db94-dd78-4819-a0fa-994db3d5b80d · outbound

This paper cites Scaling Laws for Reward Model Overoptimization.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Scaling Laws for Reward Model Overoptimization

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.556592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9106ebba-3c61-4daf-ba46-54f8bf4e98eb · outbound

This paper cites Certified Data Removal from Machine Learning Models.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Certified Data Removal from Machine Learning Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.569818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9497b32f-2733-4651-97d8-6c3c0d540037 · outbound

This paper cites an unresolved cited work.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.581150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fdabc5e-f22a-446d-9198-e05dde9a6935 · outbound

This paper cites an unresolved cited work.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.585257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6570f81-f76a-4d0b-9b4e-6f6ba9f1b7ef · outbound

This paper cites an unresolved cited work.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.588745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b95f146b-f564-4d06-ad3c-4e1b510a9391 · outbound

This paper cites an unresolved cited work.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.592653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23e35e0f-73ef-4075-89d4-9268ae345858 · outbound

This paper cites an unresolved cited work.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.596467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02c307f5-ab33-492b-b379-afb8c61e0856 · outbound

This paper cites Y.; Xu, X.; Li, H.; et al.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Y.; Xu, X.; Li, H.; et al

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.608122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12c676ca-101f-4a9a-80ae-62e6aaf37932 · outbound

This paper cites C.; and Kolter, J.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning C.; and Kolter, J

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.619376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97f0b772-007a-471b-acf4-a62a6947745c · outbound

This paper cites A.; and Lobo, E.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning A.; and Lobo, E

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.622802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bba0bf6-6c7d-47c4-95be-903b295a1e42 · outbound

This paper cites R.; Hase, P.; and Bansal, M.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning R.; Hase, P.; and Bansal, M

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.626194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 447369d7-3f81-4334-95d8-962b9e3209e7 · outbound

This paper cites A.; and Zhang, C.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning A.; and Zhang, C

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.637755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f45c406-fcf6-412b-ae6a-2855806bec15 · outbound

This paper cites an unresolved cited work.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.645299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0178e2ba-94e2-42c0-9553-6b2fd8e46861 · outbound

This paper cites an unresolved cited work.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.649187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 623c6f17-60b7-4ced-bcb9-33f261c802ef · outbound

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

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Position: LLM Unlearning Benchmarks are Weak Measures of Progress

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.653842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54d3ef1b-6e3d-4c90-b26a-a8a0add3749e · outbound

This paper cites an unresolved cited work.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.657217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d7ae226-c66d-495f-90f7-046e4d3f752e · outbound

This paper cites an unresolved cited work.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.665480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6797fd97-5f6b-46d4-89dc-681f225c4f82 · outbound

This paper cites an unresolved cited work.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.668664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7513363c-7569-42c8-91f3-1381de543947 · outbound

This paper cites 2023 , eprint=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning 2023 , eprint=

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.672189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 229265b4-1f65-419e-94f1-f495383c594e · outbound

This paper cites 2025 , eprint=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning 2025 , eprint=

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.675746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23d67424-d40d-4b37-8af9-b50aa633a8aa · outbound

This paper cites 2022 , eprint=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning 2022 , eprint=

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.679497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 581e8091-d254-4840-ac21-cb7b7631f482 · outbound

This paper cites 2025 , eprint=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning 2025 , eprint=

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.683554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f029cdb8-0925-49f3-ae66-b3dfcfc3f41c · outbound

This paper cites 2020 , eprint=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning 2020 , eprint=

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.687602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9140f27-d827-4506-aeac-c47990af650f · outbound

This paper cites Discovering Latent Knowledge in Language Models Without Supervision.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Discovering Latent Knowledge in Language Models Without Supervision

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.691100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7506e8f2-8f6d-45be-97aa-390d9e7f54e7 · outbound

This paper cites Towards eliciting latent knowledge from LLMs with mechanistic interpretability.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Towards eliciting latent knowledge from LLMs with mechanistic interpretability

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.694937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 081bcbdc-d45e-45af-96a2-8375686fc153 · outbound

This paper cites UnUnlearning: Unlearning is not sufficient for content regulation in advanced generative AI.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning UnUnlearning: Unlearning is not sufficient for content regulation in advanced generative AI

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.698317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bde5c67-7bfa-4729-ba50-83cc7ac8316d · outbound

This paper cites Extracting Unlearned Information from LLMs with Activation Steering.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Extracting Unlearned Information from LLMs with Activation Steering

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.702047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f97be2c9-4ade-4746-95c2-fac7b8b37c95 · outbound

This paper cites Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.705415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2d2081c-c6e3-4530-9166-aabd8fb9722b · outbound

This paper cites Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey

Reference 52

Resolution: verified exact; doi, observed 2026-08-15T14:17:57.237297Z

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 ce2040dd-5be7-4e6e-917b-3f61e2cd8446 · outbound

This paper cites Evaluate Bias without Manual Test Sets: A Concept Representation Perspective for LLMs.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Evaluate Bias without Manual Test Sets: A Concept Representation Perspective for LLMs

Reference 53

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T14:17:57.755736Z

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 5a4827f2-9ead-4604-81fb-96e7fcc6ffdd · outbound

This paper cites The Cylindrical Representation Hypothesis for Language Model Steering.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning The Cylindrical Representation Hypothesis for Language Model Steering

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.717882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adba1a94-ee44-4a66-ad70-aade44d0776a · outbound

This paper cites Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.721516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fc1b3cb-acd5-46a7-a9d6-8b3958269a6f · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2025 , pages=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Findings of the Association for Computational Linguistics: ACL 2025 , pages=

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.725308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fd00c77-1811-4827-958a-6c218294a8f9 · outbound

This paper cites an unresolved cited work.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.729348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ed656b7-69e4-4041-af35-26e768d3ee0f · outbound

This paper cites The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.734470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 110de8dd-9542-4872-872e-bccdfe775a99 · outbound

This paper cites International Conference on Learning Representations , volume=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning International Conference on Learning Representations , volume=

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.738614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26604037-745a-4ac0-8baa-ad40f1f44e2f · outbound

This paper cites Mechanistic Unlearning: Robust Knowledge Unlearning and Editing via Mechanistic Localization.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Mechanistic Unlearning: Robust Knowledge Unlearning and Editing via Mechanistic Localization

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.742515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06a87568-7f5d-46e0-9c28-2cfd7671b322 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Advances in Neural Information Processing Systems , volume=

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.745674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9aa9c708-d952-459d-a556-9f659ae412c8 · outbound

This paper cites Proceedings of the 31st International Conference on Computational Linguistics , pages=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Proceedings of the 31st International Conference on Computational Linguistics , pages=

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.749285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94b9bed4-c524-4f60-9617-83b0f6371348 · outbound

This paper cites , author=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning , author=

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.752533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6eae1453-3260-400f-9435-a56eda942254 · outbound

This paper cites ICML 2024 Workshop on Foundation Models in the Wild , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning ICML 2024 Workshop on Foundation Models in the Wild , year=

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.755636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1066d879-296c-485a-9662-18f616448947 · outbound

This paper cites Do Unlearning Methods Remove Information from Language Model Weights?.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Do Unlearning Methods Remove Information from Language Model Weights?

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.759517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7be61782-a157-434c-8bbb-0f32250a2fde · outbound

This paper cites An Adversarial Perspective on Machine Unlearning for AI Safety.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning An Adversarial Perspective on Machine Unlearning for AI Safety

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.763370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d740c22-53fe-44f8-91b9-beae41250d7d · outbound

This paper cites Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.766635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0c1a3b9-8a3f-4b08-9244-6711bc0ecd4b · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.769835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9fadbb1-1212-421b-bd47-e9eab576de00 · outbound

This paper cites Measuring the Depth of LLM Unlearning via Activation Patching.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Measuring the Depth of LLM Unlearning via Activation Patching

Reference 69

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T14:17:57.696669Z

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 28ae84ee-1e88-4d16-90ba-ec55364dff22 · outbound

This paper cites Verbalizable Representations Form a Global Workspace in Language Models.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Verbalizable Representations Form a Global Workspace in Language Models

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.777542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6f382f1-a99b-4fd6-bdac-e66269994ac2 · outbound

This paper cites International Conference on Learning Representations , volume=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning International Conference on Learning Representations , volume=

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.780622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 932793e3-8d18-4f32-ab4a-23e6db0c88c9 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Advances in Neural Information Processing Systems , volume=

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.784015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e9dda06-b726-4c9e-bd0f-0f393de74bf9 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Advances in Neural Information Processing Systems , volume=

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.787365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be72ce9f-3b30-4c50-b199-6a6ef01ee8c7 · outbound

This paper cites Distinguishable Deletion: Unifying Knowledge Erasure and Refusal for Large Language Model Unlearning.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Distinguishable Deletion: Unifying Knowledge Erasure and Refusal for Large Language Model Unlearning

Reference 74

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T14:17:57.617226Z

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 58a6f945-2f34-4cc7-9532-a7f57d9980ed · outbound

This paper cites GPT-4 Technical Report.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning GPT-4 Technical Report

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.793715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cadafe9b-2cbe-4c0f-8a76-8878856dd023 · outbound

This paper cites DeepSeek-V3 Technical Report.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning DeepSeek-V3 Technical Report

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.797095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3be793c-d5e1-4de5-9a5f-a06fd9a1bce0 · outbound

This paper cites Arxiv Preprint , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Arxiv Preprint , year=

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.800693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbfecc8a-cc30-4439-908e-0580ddb8752d · outbound

This paper cites International Conference on Learning Representations , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning International Conference on Learning Representations , year=

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.803776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 545e59e1-b31e-4ec0-8001-0aaf901f3371 · outbound

This paper cites ICML , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning ICML , year=

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.807032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57300eb0-0d11-47ed-b0b3-ad67c9f148be · outbound

This paper cites Nature Machine Intelligence , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Nature Machine Intelligence , year=

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.810103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbc69772-0183-4d5e-ad12-c490580c076a · outbound

This paper cites Proceedings of the ACM collective intelligence conference , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Proceedings of the ACM collective intelligence conference , year=

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.813295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 336fff03-505c-4afb-abeb-a782017ce7f7 · outbound

This paper cites EMNLP , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning EMNLP , year=

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.816443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4c713ad-d536-47b5-8e5f-a30fa2fbb2a0 · outbound

This paper cites Public Choice , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Public Choice , year=

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.820003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bf11d14-9aa7-426f-bb60-dddc2c2c5d10 · outbound

This paper cites Scalable Extraction of Training Data from (Production) Language Models.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Scalable Extraction of Training Data from (Production) Language Models

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.823825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc5ad66f-c6e6-4549-ad75-b5088b2b38f2 · outbound

This paper cites ICML , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning ICML , year=

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.827483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbe10676-54c4-4879-8386-498dc0d34824 · outbound

This paper cites ICML , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning ICML , year=

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.830692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9070d72-3eaa-40f1-bedb-5fe4ced7baae · outbound

This paper cites CoLM , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning CoLM , year=

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.833816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c364985b-987e-4809-8507-ede60f239d4e · outbound

This paper cites CoLM , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning CoLM , year=

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.836954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53d45481-ef5c-462a-b4ef-f6fc93639fdd · outbound

This paper cites ACL , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning ACL , year=

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.840147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0672abb5-8069-42da-ac4f-c195a52b0189 · outbound

This paper cites ICLR , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning ICLR , year=

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.843315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 340edb65-1874-4d83-a1cf-75bc87f6ce13 · outbound

This paper cites ICML , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning ICML , year=

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.846551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99143c01-20a2-46fe-8c3b-4567be2781b7 · outbound

This paper cites NeurIPS , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning NeurIPS , year=

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.849685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6a10261-22bb-4f42-b869-07455cce95d3 · outbound

This paper cites Not All Data Are Unlearned Equally.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Not All Data Are Unlearned Equally

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.852922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c697810c-4bfe-4787-9866-04f4ece5f62f · outbound

This paper cites ICLR , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning ICLR , year=

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.856903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4c0e5e9-e3d6-4ca7-8c9e-e6d44fa5954a · outbound

This paper cites arXiv preprint arXiv:2509.24675 , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning arXiv preprint arXiv:2509.24675 , year=

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.860075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7088739d-92ca-4591-a2c0-c7f61b54d360 · outbound

This paper cites ICLR , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning ICLR , year=

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.863259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01777e5f-577d-4c14-b8e7-1341d373c9ce · outbound

This paper cites Leak@$k$: Unlearning Does Not Make LLMs Forget Under Probabilistic Decoding.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Leak@$k$: Unlearning Does Not Make LLMs Forget Under Probabilistic Decoding

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.866341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f0874fd-2c72-4e06-85e5-7193831fe737 · outbound

This paper cites EMNLP , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning EMNLP , year=

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.869712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f304f959-b224-4616-90f3-6aafd26a5485 · outbound

This paper cites S&P , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning S&P , year=

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.872709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcd5f507-bf8f-41a4-af97-f1ff0c882781 · outbound

This paper cites 2025 , howpublished =.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning 2025 , howpublished =

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.875895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7840b5ca-b110-45d3-9e6a-10d34f960be9 · outbound

This paper cites do anything now.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning do anything now

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.879057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48e5c4bc-0e73-406e-a0c0-b85df1b58bfc · outbound

This paper cites ICML , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning ICML , year=

Reference 102

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.882312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5fece4f-4f2b-442f-9455-42c19c23955a · outbound

This paper cites Eight Methods to Evaluate Robust Unlearning in LLMs.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Eight Methods to Evaluate Robust Unlearning in LLMs

Reference 103

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.885495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56e90d0b-4816-4603-96fa-739e01eff84e · outbound

This paper cites Predicting Structured Data , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Predicting Structured Data , year=

Reference 104

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.888775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c620f938-d69e-4c31-939f-93386a7af807 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning LLaMA: Open and Efficient Foundation Language Models

Reference 105

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.891732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43d488fe-4b66-48c4-bb81-5f15bbdb8e0f · outbound

This paper cites ICML 2025 Workshop MUGen , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning ICML 2025 Workshop MUGen , year=

Reference 106

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.895113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68eed0f0-23dd-423d-8af5-280034ca549c · outbound

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

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 107

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.898318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12450cdd-163a-4dc4-99e1-75a060ec732c · outbound

This paper cites Simplicity Prevails: Rethinking Negative Preference Optimization for.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Simplicity Prevails: Rethinking Negative Preference Optimization for

Reference 108

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.901653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5b506ec-7585-4f27-b28d-78afade44062 · outbound

This paper cites ICALP , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning ICALP , year=

Reference 109

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.904795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ba04b41-0fb2-44bd-b561-9718063ce3d4 · outbound

This paper cites CVPR , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning CVPR , year=

Reference 110

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.907852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c67fe5d1-413d-4a34-a6df-d2d6a47cb10b · outbound

This paper cites S&P , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning S&P , year=

Reference 111

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.910962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51d4b966-6fbe-444a-ad4e-b4025d3b9b25 · outbound

This paper cites ACL , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning ACL , year=

Reference 112

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.914164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 343ddb32-ec40-4271-97a1-fbe2795eda86 · outbound

This paper cites Large Language Model Safety: A Holistic Survey.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Large Language Model Safety: A Holistic Survey

Reference 113

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.917236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30e58c9a-0463-44ee-9472-da3641a0f972 · outbound

This paper cites NeurIPS , year=.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning NeurIPS , year=

Reference 114

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.920868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f70f741-8c78-4ceb-b004-fe559058e81e · outbound

This paper cites A Comprehensive Survey of Machine Unlearning Techniques for Large Language Models.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning A Comprehensive Survey of Machine Unlearning Techniques for Large Language Models

Reference 115

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:56.923997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers