Paper Citation Record · LEDGER

Unlearn What You Want to Forget: Efficient Unlearning for LLMs

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:2310.20150.

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

pith.paper-citation-record.v1
2310.20150 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 20 of 20 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T23:36:41.567135Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation ba7dd38d-335f-43bf-8b0f-17adbb1578de · inbound

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

Negative Preference Optimization: From Catastrophic Collapse to Effective Unlearning Unlearn What You Want to Forget: Efficient Unlearning for LLMs

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:26:55.113241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1de5dcf1-9dc5-4024-b11b-a803ebcb148f · inbound

Lifting Data-Tracing Machine Unlearning to Knowledge-Tracing for Foundation Models cites this paper.

Lifting Data-Tracing Machine Unlearning to Knowledge-Tracing for Foundation Models Unlearn What You Want to Forget: Efficient Unlearning for LLMs

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T04:16:59.014150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57c2c9b5-a185-4097-9142-d86689e87ec8 · inbound

UCD: Unlearning in LLMs via Contrastive Decoding cites this paper.

UCD: Unlearning in LLMs via Contrastive Decoding Unlearn What You Want to Forget: Efficient Unlearning for LLMs

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:59.816733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ab2cb67-5ceb-4a61-b78a-855c2da85004 · inbound

Unlearning Isn't Invisible: Detecting Unlearning Traces in LLMs from Model Outputs cites this paper.

Unlearning Isn't Invisible: Detecting Unlearning Traces in LLMs from Model Outputs Unlearn What You Want to Forget: Efficient Unlearning for LLMs

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-07T00:29:35.001839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cdee065-337a-426a-ab02-87660ba67cf5 · inbound

Revisiting the Past: Data Unlearning with Model State History cites this paper.

Revisiting the Past: Data Unlearning with Model State History Unlearn What You Want to Forget: Efficient Unlearning for LLMs

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-19T08:13:01.577975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a44c7e86-0268-4548-b0fc-cbb22906747c · inbound

Model Collapse Is Not a Bug but a Feature in Machine Unlearning for LLMs cites this paper.

Model Collapse Is Not a Bug but a Feature in Machine Unlearning for LLMs Unlearn What You Want to Forget: Efficient Unlearning for LLMs

Reference 1952

Resolution: unresolved; no resolver link, observed 2026-08-06T19:59:50.145924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6988fd2-9f17-4e27-8b8c-379ec4742215 · inbound

The Safety Gap Toolkit: Evaluating Hidden Dangers of Open-Source Models cites this paper.

The Safety Gap Toolkit: Evaluating Hidden Dangers of Open-Source Models Unlearn What You Want to Forget: Efficient Unlearning for LLMs

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T19:08:22.273873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8baadf5-d4a0-44f1-8adc-2e4bd587d0f0 · inbound

Towards Evaluation for Real-World LLM Unlearning cites this paper.

Towards Evaluation for Real-World LLM Unlearning Unlearn What You Want to Forget: Efficient Unlearning for LLMs

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T05:48:02.539689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47eb7302-60d2-47df-ae86-d5075eaadeb7 · inbound

Reliable Unlearning Harmful Information in LLMs with Metamorphosis Representation Projection cites this paper.

Reliable Unlearning Harmful Information in LLMs with Metamorphosis Representation Projection Unlearn What You Want to Forget: Efficient Unlearning for LLMs

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T17:56:08.652436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f31092c-ff79-4ca0-8b59-7dc018eedfce · inbound

OFMU: Optimization-Driven Framework for Machine Unlearning cites this paper.

OFMU: Optimization-Driven Framework for Machine Unlearning Unlearn What You Want to Forget: Efficient Unlearning for LLMs

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T13:06:23.519134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7ca5c113-7c77-49a6-897f-1dcb16bc08ec · inbound

Distribution Preference Optimization: A Fine-grained Perspective for LLM Unlearning cites this paper.

Distribution Preference Optimization: A Fine-grained Perspective for LLM Unlearning Unlearn What You Want to Forget: Efficient Unlearning for LLMs

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T11:27:22.713758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2633a18d-52e4-467a-8f1b-f3fca37094bb · inbound

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning cites this paper.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unlearn What You Want to Forget: Efficient Unlearning for LLMs

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:00.927145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba998153-07c4-46b0-9e42-321f7f0dfcbc · inbound

Forgetting to Witness: Efficient Federated Unlearning and Its Visible Evaluation cites this paper.

Forgetting to Witness: Efficient Federated Unlearning and Its Visible Evaluation Unlearn What You Want to Forget: Efficient Unlearning for LLMs

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-10T21:55:52.755331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation add77f5c-eadf-46cc-a9aa-73b38bac468f · inbound

Representation-Guided Parameter-Efficient LLM Unlearning cites this paper.

Representation-Guided Parameter-Efficient LLM Unlearning Unlearn What You Want to Forget: Efficient Unlearning for LLMs

Reference 113

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T06:06:19.228190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4b3f4468-a597-4bc0-b8dd-1bdd2d24287b · inbound

Towards Scalable Lifelong Knowledge Editing with Selective Knowledge Suppression cites this paper.

Towards Scalable Lifelong Knowledge Editing with Selective Knowledge Suppression Unlearn What You Want to Forget: Efficient Unlearning for LLMs

Reference 108

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T13:21:05.127350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ec5975a8-2b06-4907-9036-569f2d04070b · inbound

Unlearning What Matters: Token-Level Attribution for Precise Language Model Unlearning cites this paper.

Unlearning What Matters: Token-Level Attribution for Precise Language Model Unlearning Unlearn What You Want to Forget: Efficient Unlearning for LLMs

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-11T15:36:06.587136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f6e413b5-234a-48ec-9c88-a5af571f0dd8 · inbound

DurableUn: Quantization-Induced Recovery Attacks in Machine Unlearning cites this paper.

DurableUn: Quantization-Induced Recovery Attacks in Machine Unlearning Unlearn What You Want to Forget: Efficient Unlearning for LLMs

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:10:42.171234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 557894b5-b093-4ebe-aeeb-065618a5aaac · inbound

DurableUn: Quantization-Induced Recovery Attacks in Machine Unlearning cites this paper.

DurableUn: Quantization-Induced Recovery Attacks in Machine Unlearning Unlearn What You Want to Forget: Efficient Unlearning for LLMs

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T01:50:51.143728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c589fa46-0b56-472e-b030-660d290befa0 · inbound

AI as a Tool for Simulation-Based Experiments in Literary Studies cites this paper.

AI as a Tool for Simulation-Based Experiments in Literary Studies Unlearn What You Want to Forget: Efficient Unlearning for LLMs

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-06-28T15:02:18.903294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0f1016bd-84df-4aad-8764-5ac18ba9b159 · inbound

GROM: Gradient-Free Rapid One-Shot Machine Unlearning cites this paper.

GROM: Gradient-Free Rapid One-Shot Machine Unlearning Unlearn What You Want to Forget: Efficient Unlearning for LLMs

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T23:36:41.567135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.