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Paper Citation Record · LEDGER

DUSK: Do Not Unlearn Shared Knowledge

As of 19 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 4 inbound Pith citation observations for arXiv:2505.15209.

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

pith.paper-citation-record.v1
2505.15209 v3

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:26:25.491345Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:32:50.269418Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T04:59:01.593511Z

Reference resolution

57 of 57 outbound references displayed

  • verified exact1
  • verified fuzzy12
  • unresolved44
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9d763d6c-89b6-47de-b91c-24142a1b7a54 · outbound

This paper cites GPT-4 Technical Report.

DUSK: Do Not Unlearn Shared Knowledge GPT-4 Technical Report

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T15:26:20.689805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:20.689805Z digest=sha256:9f85cdabf6df29534cdef19bce11c709d36a7e65349ce9baff2ef89a11ddaead

Observation b1fb138a-1989-43de-9610-280c14f83e1c · outbound

This paper cites To Each (Textual Sequence) Its Own: Improving Memorized-Data Unlearning in Large Language Models.

DUSK: Do Not Unlearn Shared Knowledge To Each (Textual Sequence) Its Own: Improving Memorized-Data Unlearning in Large Language Models

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T15:26:20.858559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:20.858559Z digest=sha256:a7f3f5a84f24cee90ba2f6470ffb18885a848be8f010cba69dbb363c57f28559

Observation 9ad4398e-bcf2-4b3b-8c81-5591b787c79b · outbound

This paper cites Brophy and D.

DUSK: Do Not Unlearn Shared Knowledge Brophy and D

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:26:30.769277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:26:21.113768Z digest=sha256:c1d652dfcce3457d5d542ec55b201961ad1802c39b5a02aa43ffdf52a51b297d

Observation 5bcd6208-d94c-4dde-9312-cfb7652c24b9 · outbound

This paper cites Cao and J.

DUSK: Do Not Unlearn Shared Knowledge Cao and J

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:26:30.577669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:26:21.455866Z digest=sha256:0e13c05adbc38aed36f03de249abd6988d56eb236c0129d2a914e3c31d1b220c

Observation 51930171-57ab-4204-a1fb-8114d6f2b3b7 · outbound

This paper cites Carlini, F.

DUSK: Do Not Unlearn Shared Knowledge Carlini, F

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T15:26:21.622586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:21.622586Z digest=sha256:79a736406132a3e70636df3cd5b5878a34dd1df5de81d3719e956457c21fcd1b

Observation 79774223-dd0a-422e-b2ec-cbd7ab660480 · outbound

This paper cites SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation.

DUSK: Do Not Unlearn Shared Knowledge SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T15:26:21.664644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:21.664644Z digest=sha256:dbc8d409d2b45b993d7351bb6849dfb767c7de054e1716ad97a02d3f23908d74

Observation a321b461-1fc2-40af-a3e8-d494e92394b6 · outbound

This paper cites Chen and D.

DUSK: Do Not Unlearn Shared Knowledge Chen and D

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:26:30.380864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:26:21.740081Z digest=sha256:3c9ace2cb46128050dfa7abcb415760a464754bb9aa218adbeaa57e7b86b3d82

Observation fd96657e-6f78-4b2e-a0c0-3cb7e3212972 · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

DUSK: Do Not Unlearn Shared Knowledge Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T15:26:21.791514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:21.791514Z digest=sha256:bfcb41faa9b5ea40be2f27c2b835c011aa76ad73f038464abd4fd9763aeb994d

Observation 29b4a21c-9fab-42b6-b7c5-8ac6f03a4f2c · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

DUSK: Do Not Unlearn Shared Knowledge Training Verifiers to Solve Math Word Problems

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T15:26:21.832265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:21.832265Z digest=sha256:50b6d797c76df15a0ded354cebd4a42298594fce871d0540028a33fe50a29331

Observation ea9c9339-d94f-450d-92af-1adc47a73459 · outbound

This paper cites an unresolved cited work.

DUSK: Do Not Unlearn Shared Knowledge Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:26:30.201369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:26:21.920824Z digest=sha256:43ed9920066d65c3c7087688704e720130e89438c55ab952eb408f57d07e3adb

Observation 69f1b47b-2bcf-4fd8-8b59-031cfedda4e9 · outbound

This paper cites Does Unlearning Truly Unlearn? A Black Box Evaluation of LLM Unlearning Methods.

DUSK: Do Not Unlearn Shared Knowledge Does Unlearning Truly Unlearn? A Black Box Evaluation of LLM Unlearning Methods

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T15:26:21.973125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:21.973125Z digest=sha256:7d7d2bb107b1fefec9e217de308c03ec3c354eb16a8246304841a52f07236269

Observation 1b418230-7637-46a3-8264-eefe9bda0124 · outbound

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

DUSK: Do Not Unlearn Shared Knowledge Who's Harry Potter? Approximate Unlearning in LLMs

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T15:26:22.041584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:22.041584Z digest=sha256:d0d60a7422261b004eb92ee459a2bd9005dffa5a5642ac3334427f74d882d48a

Observation d389693c-dd62-46f0-a25b-e1321a44aadf · outbound

This paper cites an unresolved cited work.

DUSK: Do Not Unlearn Shared Knowledge Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:26:30.005473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:26:22.131827Z digest=sha256:e294245c1078f3971b0f583a1a81a91ddd789a49d16089bb0c91a09a514f61b3

Observation 7ce731d0-432d-458d-9d07-f78251c8e07d · outbound

This paper cites an unresolved cited work.

DUSK: Do Not Unlearn Shared Knowledge Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:26:29.782637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:26:22.172111Z digest=sha256:24d101ada674aac83aa8708b4a6ba365c060bdcb122e5509857a3283486c241c

Observation 444607a5-18bc-485f-9d6e-548b161755b3 · outbound

This paper cites Golatkar, A.

DUSK: Do Not Unlearn Shared Knowledge Golatkar, A

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:26:29.591635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:26:22.236014Z digest=sha256:e24aab635472a4d1a8bc7ba7e77b81acfc894df7f6d638981ea0c2b364ec252e

Observation 6f6c08d7-0f5e-44a3-944e-70ee7f89f1f4 · outbound

This paper cites The Llama 3 Herd of Models.

DUSK: Do Not Unlearn Shared Knowledge The Llama 3 Herd of Models

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T15:26:22.301049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:22.301049Z digest=sha256:190e758697aa4c08b84c5684dc22aa79a1450a993e865cac98f6f51117f8f947

Observation 6978bc2f-b2fb-4aa4-bba7-e61a11c04c6e · outbound

This paper cites an unresolved cited work.

DUSK: Do Not Unlearn Shared Knowledge Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:26:29.362562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:26:22.343804Z digest=sha256:4ab2eaaac6dfbc747481de16ca6c39677026f26b54c01c959bada027f180780e

Observation 33f38e91-69a7-41bb-ac13-ca2bd42d1beb · outbound

This paper cites Certified Data Removal from Machine Learning Models.

DUSK: Do Not Unlearn Shared Knowledge Certified Data Removal from Machine Learning Models

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T15:26:22.408427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:22.408427Z digest=sha256:4ae0416a68844d37c13e104931fe8d74e440c57b39b1956aa478ed4656770e30

Observation 9a680304-3001-4a46-abae-cfca1fe89f40 · outbound

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

DUSK: Do Not Unlearn Shared Knowledge Mechanistic Unlearning: Robust Knowledge Unlearning and Editing via Mechanistic Localization

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T15:26:22.479674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:22.479674Z digest=sha256:cb029e9dbc2a5672e1234e2a8cf6f380fbb73d0fcaa173093299ca31a3a5641f

Observation b18dc333-7c58-4f3b-956f-1b119455af74 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

DUSK: Do Not Unlearn Shared Knowledge Measuring Massive Multitask Language Understanding

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T15:26:22.518833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:22.518833Z digest=sha256:841a76f8cdc8d9e37003fd06e23b44f6d0d5eeec695c4baa673122bc897264dd

Observation 9e565e4a-134b-4b4b-a8df-47a4d7a928e3 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

DUSK: Do Not Unlearn Shared Knowledge Distilling the Knowledge in a Neural Network

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T15:26:22.592916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:22.592916Z digest=sha256:0ec8cb5a430d8a361697e7840a54f40c17bcbfeeba90de1f13bde38ff1dc5af1

Observation 20cd1890-6b70-48ed-bc48-0b99fed771fe · outbound

This paper cites an unresolved cited work.

DUSK: Do Not Unlearn Shared Knowledge Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:26:29.210796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:26:22.664014Z digest=sha256:8a039ff5199c2c35835c3e38635a912951f78ccf75933957e1c6327468964d4e

Observation c7cfaeb5-4228-4203-a378-321cd42f41a1 · outbound

This paper cites Ilharco, M.

DUSK: Do Not Unlearn Shared Knowledge Ilharco, M

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:26:29.000804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:26:22.699089Z digest=sha256:2853c23a9da0e67bd92ffb03bf3df7c1998166143c27912bc093d33398564506

Observation 50bfbc64-632e-4127-95a6-5011b2888e4c · outbound

This paper cites an unresolved cited work.

DUSK: Do Not Unlearn Shared Knowledge Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:26:28.793230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:26:22.742009Z digest=sha256:a7f92601e724f01c6497eadc53a6a3c8f45553f53960d44e8c4d2eedefb32c5c

Observation 2be5833f-3368-4efc-8c11-0ccc72337086 · outbound

This paper cites an unresolved cited work.

DUSK: Do Not Unlearn Shared Knowledge Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T15:26:22.790223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:22.790223Z digest=sha256:6cac223daf009f1c76ae45ef3a8fa693aaa34707f1c08c2cc5c2c3da317b0bfd

Observation f052be4e-02f9-4a5a-90fe-f97311eaf731 · outbound

This paper cites Large Language Models Still Exhibit Bias in Long Text.

DUSK: Do Not Unlearn Shared Knowledge Large Language Models Still Exhibit Bias in Long Text

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T15:26:22.863021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:22.863021Z digest=sha256:208b0eff9551e230a6132f879c89acf20c90ccf698960f702f53cc7cff72a772

Observation e62c12cd-e4fc-43ad-93c3-7f32bf7fdd41 · outbound

This paper cites SEPS: A Separability Measure for Robust Unlearning in LLMs.

DUSK: Do Not Unlearn Shared Knowledge SEPS: A Separability Measure for Robust Unlearning in LLMs

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-08-07T15:26:25.865653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:26:22.927553Z digest=sha256:313d52bacf19db12f0692db3245ed1d5ac038ce14bee51df3617a16ca57f9d86

Observation f5f776f4-6dba-46fe-abfd-b3bc1105bdd5 · outbound

This paper cites an unresolved cited work.

DUSK: Do Not Unlearn Shared Knowledge Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:26:28.594491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:26:22.960754Z digest=sha256:a657864840a0faaa19531871d27682f7860c2824e4deda271fbdde9c15a69be5

Observation 50f42aad-3334-4d59-a54f-72eabfc84108 · outbound

This paper cites an unresolved cited work.

DUSK: Do Not Unlearn Shared Knowledge Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:26:28.408900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:26:23.000546Z digest=sha256:92de625f337529d1db612615f73d298331841b94c41d85e625ea527c8bf54136

Observation 16fdea3b-78a4-46a1-8fbe-0419ffc51ac0 · outbound

This paper cites Joshi, S.

DUSK: Do Not Unlearn Shared Knowledge Joshi, S

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:26:28.252649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:26:23.049984Z digest=sha256:ff19a0838d38a677771f2ccc64b4962aac47ec98c774b2e7c2270aa4f6ac7c48

Observation 564a88b1-e6cd-4287-944f-c25cd2c04adf · outbound

This paper cites TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension.

DUSK: Do Not Unlearn Shared Knowledge TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T15:26:23.129991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:23.129991Z digest=sha256:03f8c37e7a72e51457f53ad23cbf0afa06b9203f07769e9f33556d162c4c831e

Observation 7107e097-0905-45b9-bc23-770ffc8de5e7 · outbound

This paper cites an unresolved cited work.

DUSK: Do Not Unlearn Shared Knowledge Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:26:28.040367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:26:23.239150Z digest=sha256:e9b8aaa203153b95fc12f7c7220607c8f77b608235e453a716849bd3f31ce934

Observation 7e7f61c0-31d9-4976-8777-6f917eee4427 · outbound

This paper cites Kurmanji, P.

DUSK: Do Not Unlearn Shared Knowledge Kurmanji, P

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:26:27.873199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:26:23.342561Z digest=sha256:cd9cdba51d2eb86f71d0385735c933712cf4a01b56c4c10115325ecbf4051ae1

Observation 2a3bd2ea-cf71-44c5-ba6e-5028fd0afab4 · outbound

This paper cites an unresolved cited work.

DUSK: Do Not Unlearn Shared Knowledge Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:26:27.656631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:26:23.416872Z digest=sha256:2f4a4c9be153eee0f4f8985361d4723a0b8e3e85e04968d706eaa4383479f44a

Observation 4816fda2-e123-40c8-956e-d58fab48dabd · outbound

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

DUSK: Do Not Unlearn Shared Knowledge The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T15:26:23.477952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:23.477952Z digest=sha256:664e5d66ad03ffd2ae50a5233970ceb322a776ac15d0ad5e82c87cccf9c23366

Observation a042d251-dabf-41e3-9e40-a010a7273ba3 · outbound

This paper cites an unresolved cited work.

DUSK: Do Not Unlearn Shared Knowledge Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T15:26:23.573041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:23.573041Z digest=sha256:d171d4bca1667949d5dea042811748e229a20cad29fc490481ba57533e0e19d6

Observation d4f23674-9496-4b68-a345-46c7d3417181 · outbound

This paper cites TruthfulQA: Measuring How Models Mimic Human Falsehoods.

DUSK: Do Not Unlearn Shared Knowledge TruthfulQA: Measuring How Models Mimic Human Falsehoods

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T15:26:23.639276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:23.639276Z digest=sha256:1df2ca8a0fe1048d0491ab4e9b42cb49bad2833230a51b9f371193b6aeef4210

Observation b4adb1d6-87ba-4589-9823-d3308cd7bc71 · outbound

This paper cites an unresolved cited work.

DUSK: Do Not Unlearn Shared Knowledge Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:26:27.534104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:26:23.686798Z digest=sha256:4ff5ca6adbb76d953a99c1bfb4403d3177b2d137f41caf99f29bb53d13352910

Observation 1ec56fd1-4122-4442-aa0b-c8916b0c4a4c · outbound

This paper cites an unresolved cited work.

DUSK: Do Not Unlearn Shared Knowledge Unresolved cited work

Reference 43

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no resolver link, observed 2026-08-07T15:26:23.742003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:23.742003Z digest=sha256:a3ddebdfd9b51e65c21c09c36474672dae1aef1aa9b4d9db6fc4ea39d19d1cbe

Observation 4a22999c-94a0-46e0-ad4a-bc36abb9a758 · outbound

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

DUSK: Do Not Unlearn Shared Knowledge Eight Methods to Evaluate Robust Unlearning in LLMs

Reference 44

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no resolver link, observed 2026-08-07T15:26:23.822928Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T15:26:23.822928Z digest=sha256:89e96b877dfbbd3e76fd8d7a5626eaa26891ca72d341f1a47a189b9b75dfef82

Observation 34e9b7e8-d0dc-4b9b-903a-35cf0328caec · outbound

This paper cites TOFU: A Task of Fictitious Unlearning for LLMs.

DUSK: Do Not Unlearn Shared Knowledge TOFU: A Task of Fictitious Unlearning for LLMs

Reference 45

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unresolved
no resolver link, observed 2026-08-07T15:26:23.964553Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T15:26:23.964553Z digest=sha256:9bf647c5774169042e144ec8bd1155bf9abd1eb4821e7df795a7c9920c55c6f1

Observation 6968efd0-9ff8-490e-b273-c522a7ad26da · outbound

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

DUSK: Do Not Unlearn Shared Knowledge Scalable Extraction of Training Data from (Production) Language Models

Reference 46

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no resolver link, observed 2026-08-07T15:26:24.045405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:24.045405Z digest=sha256:b573d0073ff02c14fb90646225f3ade7aaa2f85a4b798bb9080fc3cff803936d

Observation 6f60bf06-fc5d-4eb3-827a-0127efebb6ea · outbound

This paper cites A Survey of Machine Unlearning.

DUSK: Do Not Unlearn Shared Knowledge A Survey of Machine Unlearning

Reference 47

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no resolver link, observed 2026-08-07T15:26:24.146987Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T15:26:24.146987Z digest=sha256:276dbaba159496b7758e95a3c17d6bb5913948bbd4f84bb640b2e3add5d5bdcc

Observation 0d0e6365-b294-4e3f-a878-6706fc947d77 · outbound

This paper cites BBQ: A Hand-Built Bias Benchmark for Question Answering.

DUSK: Do Not Unlearn Shared Knowledge BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 48

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no resolver link, observed 2026-08-07T15:26:24.240321Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T15:26:24.240321Z digest=sha256:92665d9ac7371d126624e23ca0a835f9ecc105749afc5cde2798e57c45987f12

Observation cf310c56-42d7-4aa0-8f3b-987f5bacbfd3 · outbound

This paper cites Pawelczyk, S.

DUSK: Do Not Unlearn Shared Knowledge Pawelczyk, S

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:26:27.297906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:26:24.285935Z digest=sha256:dbee38f564536683e4fd09439472618e4aa3f5f03a2e0f2af3d513463bf6c37a

Observation 516be172-e256-4c8c-bcca-4a64e811a95f · outbound

This paper cites Rafailov, A.

DUSK: Do Not Unlearn Shared Knowledge Rafailov, A

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:26:27.035261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:26:24.349035Z digest=sha256:f0abc028982693c0a9cf53576c47b73f3345736902dbc74bfe8c12f614de4b58

Observation 7fdd33bd-ea62-4cb4-93a1-64538730a267 · outbound

This paper cites Detecting Pretraining Data from Large Language Models.

DUSK: Do Not Unlearn Shared Knowledge Detecting Pretraining Data from Large Language Models

Reference 51

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:24.414252Z digest=sha256:4643f61f46d791178113014262d457cf14717b77504a93b1eb56b3603f24699f

Observation e789e429-c5b3-4189-a863-8e90f5c4afca · outbound

This paper cites MUSE: Machine Unlearning Six-Way Evaluation for Language Models.

DUSK: Do Not Unlearn Shared Knowledge MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 52

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no resolver link, observed 2026-08-07T15:26:24.479036Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T15:26:24.479036Z digest=sha256:c6f355de000428742bbafcd222e9499c892e4099d521561ab50dc86fb7387322

Observation f27531c5-cef4-4590-b71b-e3d2b9074034 · outbound

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

DUSK: Do Not Unlearn Shared Knowledge Position: LLM Unlearning Benchmarks are Weak Measures of Progress

Reference 53

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unresolved
no resolver link, observed 2026-08-07T15:26:24.541181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:24.541181Z digest=sha256:1ccf478fe319477e1ae132284b8ec09a620b70c29a6403de86926d552fa6e0cb

Observation 93149e89-5b01-47f7-bb26-1e9a8f1af683 · outbound

This paper cites Thaker, Y.

DUSK: Do Not Unlearn Shared Knowledge Thaker, Y

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:26:26.754038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:26:24.602219Z digest=sha256:82b49fab8ca24a5ff15657702fb7bc97a2b7c202dd010239d00ea563434bd8e4

Observation 798529e5-a0a3-4245-b7c3-4aea6be50e8a · outbound

This paper cites V oigt and A.

DUSK: Do Not Unlearn Shared Knowledge V oigt and A

Reference 55

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unresolved
no resolver link, observed 2026-08-07T15:26:24.862408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:24.862408Z digest=sha256:d0d33bae395979ca0069456935fb17351a36d5fc221cb4b2bd999935604a4a7b

Observation ce5cf811-f625-4750-bdde-2d4f4203fb52 · outbound

This paper cites Evaluating Copyright Takedown Methods for Language Models.

DUSK: Do Not Unlearn Shared Knowledge Evaluating Copyright Takedown Methods for Language Models

Reference 56

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unresolved
no resolver link, observed 2026-08-07T15:26:24.944971Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T15:26:24.944971Z digest=sha256:209f67ff95b77e72318275db355b270c7ee914f124e43659c25534314b9ff9d6

Observation aff7b37d-cfa6-45f4-ae1a-27ec77c50648 · outbound

This paper cites Representation Bending for Large Language Model Safety.

DUSK: Do Not Unlearn Shared Knowledge Representation Bending for Large Language Model Safety

Reference 57

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no resolver link, observed 2026-08-07T15:26:25.041054Z

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source=pdf_text observed=2026-08-07T15:26:25.041054Z digest=sha256:08b29994b69e5a85339b3e608483ad22f6290b1d24eec45d312892742dc76e13

Observation 5207c1a4-dda9-4edf-9908-bf130e0cc506 · outbound

This paper cites Min-K%++: Improved Baseline for Detecting Pre-Training Data from Large Language Models.

DUSK: Do Not Unlearn Shared Knowledge Min-K%++: Improved Baseline for Detecting Pre-Training Data from Large Language Models

Reference 58

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no resolver link, observed 2026-08-07T15:26:25.147132Z

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source=pdf_text observed=2026-08-07T15:26:25.147132Z digest=sha256:9227ef32854b87c1b6b1d75383b27cc8ce8cde64af854d41904671487da64cf6

Observation de452fa4-1b7f-4c74-bc8d-0020a8ad4ec0 · outbound

This paper cites Zhang, L.

DUSK: Do Not Unlearn Shared Knowledge Zhang, L

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:26:26.512587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:26:25.265549Z digest=sha256:98225aaa92a8f3004546c8d4005ed52e9e3bdafc9bae3bafb644adc427f1d019

Observation bdcc8c1f-ccb5-4dca-b43a-4cd44f7745b1 · outbound

This paper cites Zhang, F.

DUSK: Do Not Unlearn Shared Knowledge Zhang, F

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:26:26.344023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:26:25.386673Z digest=sha256:4f1e027681ee163fb539765850942ae311b000996b3750fafac400aab2d32719

Observation 11266865-d758-40a9-88c7-8bf0422d25b2 · outbound

This paper cites From Theft to Bomb-Making: The Ripple Effect of Unlearning in Defending Against Jailbreak Attacks.

DUSK: Do Not Unlearn Shared Knowledge From Theft to Bomb-Making: The Ripple Effect of Unlearning in Defending Against Jailbreak Attacks

Reference 61

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unresolved
no resolver link, observed 2026-08-07T15:26:25.491345Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T15:26:25.491345Z digest=sha256:aa3a8ca577f6dde7f2b69d7ae16bbacd444d4963811202512a5463a017751101

Pith citing papers

Observation 6ad68597-6a63-4e7d-ab98-5c1e59b75bf8 · inbound

SEPS: A Separability Measure for Robust Unlearning in LLMs cites this paper.

SEPS: A Separability Measure for Robust Unlearning in LLMs DUSK: Do Not Unlearn Shared Knowledge

Reference 2025

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no resolver link, observed 2026-08-07T15:32:50.269418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:32:50.269418Z digest=sha256:7c5b1f366dd27b9067f3bac480b5f868e61b42cfebc0c8c3797b22fa5c49a09b

Observation 3cd2e8e8-9d39-4d4c-9bd3-bb487642f130 · inbound

R-TOFU: Unlearning in Large Reasoning Models cites this paper.

R-TOFU: Unlearning in Large Reasoning Models DUSK: Do Not Unlearn Shared Knowledge

Reference 17

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unresolved
no resolver link, observed 2026-08-07T15:26:08.388326Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:26:08.388326Z digest=sha256:4fbb4633576b91c48d698b98adbc734d661af5fa8155cdf4dc70c8aa7a029a12

Observation 24f111fd-ddc3-43d3-a549-e9759b03a617 · inbound

SoK: Machine Unlearning for Large Language Models cites this paper.

SoK: Machine Unlearning for Large Language Models DUSK: Do Not Unlearn Shared Knowledge

Reference 97

Resolution
verified exact
local_arxiv, observed 2026-08-07T04:59:01.644812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T04:58:56.976061Z digest=sha256:f2b3b5ac2457357208af9dfb80655ab483113ae72e839390e0f67d466a01a0d4

Observation d995cf45-e1e3-4e73-bdba-034aca9aa71e · inbound

BalDRO: A Distributionally Robust Optimization based Framework for Large Language Model Unlearning cites this paper.

BalDRO: A Distributionally Robust Optimization based Framework for Large Language Model Unlearning DUSK: Do Not Unlearn Shared Knowledge

Reference 9

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unresolved
no resolver link, observed 2026-08-03T10:45:41.643534Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:45:41.643534Z digest=sha256:643e1a011661dd24e606763e2bcf7d7006dc70906f630bffa6816dccf626b7d3