Paper Citation Record · LEDGER

Knowledge Unlearning for LLMs: Tasks, Methods, and Challenges

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2311.15766.

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

pith.paper-citation-record.v1
2311.15766 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:36:02.482381Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T15:47:23.349875Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 4f1acb09-a2d6-452a-be66-222a5bd9e27f · inbound

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

Negative Preference Optimization: From Catastrophic Collapse to Effective Unlearning Knowledge Unlearning for LLMs: Tasks, Methods, and Challenges

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:26:55.087564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1f59f55a-6546-4935-baff-6a2c30e557e2 · inbound

Towards Robust Evaluation of Unlearning in LLMs via Data Transformations cites this paper.

Towards Robust Evaluation of Unlearning in LLMs via Data Transformations Knowledge Unlearning for LLMs: Tasks, Methods, and Challenges

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T14:18:31.536306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d88dca77-5fd0-4414-939e-f378bdbd9031 · inbound

A Graph Perspective to Probe Structural Patterns of Knowledge in Large Language Models cites this paper.

A Graph Perspective to Probe Structural Patterns of Knowledge in Large Language Models Knowledge Unlearning for LLMs: Tasks, Methods, and Challenges

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:15.707418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f386f2c1-1dcf-4883-b847-5cfdcc60e9ec · inbound

Enabling Flexible Multi-LLM Integration for Scalable Knowledge Aggregation cites this paper.

Enabling Flexible Multi-LLM Integration for Scalable Knowledge Aggregation Knowledge Unlearning for LLMs: Tasks, Methods, and Challenges

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:02.359079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3226a965-a5fc-43dc-855c-d6711c3185b1 · 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 Knowledge Unlearning for LLMs: Tasks, Methods, and Challenges

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T00:29:37.808176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d81df198-176a-457d-a1e0-23104658a39e · inbound

Learning-Time Encoding Shapes Unlearning in LLMs cites this paper.

Learning-Time Encoding Shapes Unlearning in LLMs Knowledge Unlearning for LLMs: Tasks, Methods, and Challenges

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T19:50:54.522688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61cd8103-3dd6-4030-b239-4d602ed2f580 · inbound

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning cites this paper.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning Knowledge Unlearning for LLMs: Tasks, Methods, and Challenges

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.249590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd6ddb7a-f361-4096-b25f-de82e5aa579f · 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 Knowledge Unlearning for LLMs: Tasks, Methods, and Challenges

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:04.072443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c58b20e-4dba-418c-a896-9c69f900f470 · inbound

Anatomy of Unlearning: The Dual Impact of Fact Salience and Model Fine-Tuning cites this paper.

Anatomy of Unlearning: The Dual Impact of Fact Salience and Model Fine-Tuning Knowledge Unlearning for LLMs: Tasks, Methods, and Challenges

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T21:38:01.820938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56fa6dbf-2371-4805-aeb1-64eb3dd55c28 · inbound

Exclusive Unlearning cites this paper.

Exclusive Unlearning Knowledge Unlearning for LLMs: Tasks, Methods, and Challenges

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T00:10:52.179542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a2a6aa55-468d-42d6-af21-b6546bb27731 · inbound

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

Representation-Guided Parameter-Efficient LLM Unlearning Knowledge Unlearning for LLMs: Tasks, Methods, and Challenges

Reference 72

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T06:06:19.247818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4d2ed886-cf4a-4fe8-bdb3-0926fba7197a · inbound

ICU-Bench:Benchmarking Continual Unlearning in Multimodal Large Language Models cites this paper.

ICU-Bench:Benchmarking Continual Unlearning in Multimodal Large Language Models Knowledge Unlearning for LLMs: Tasks, Methods, and Challenges

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:51:10.992624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 638fb06b-9f9f-43c5-aac8-2f94351b5584 · inbound

ICU-Bench:Benchmarking Continual Unlearning in Multimodal Large Language Models cites this paper.

ICU-Bench:Benchmarking Continual Unlearning in Multimodal Large Language Models Knowledge Unlearning for LLMs: Tasks, Methods, and Challenges

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T05:20:43.564415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ba440c0-3296-4a65-a8f0-c984ebcfcd20 · inbound

Multimodal Unlearning Across Vision, Language, Video, and Audio: Survey of Methods, Datasets, and Benchmarks cites this paper.

Multimodal Unlearning Across Vision, Language, Video, and Audio: Survey of Methods, Datasets, and Benchmarks Knowledge Unlearning for LLMs: Tasks, Methods, and Challenges

Reference 67

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T15:47:23.350963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9d50b608-e26d-485e-af0c-c752da224832 · inbound

MOON: Multi-Objective OrthoNormalized Updates for Multitask Learning cites this paper.

MOON: Multi-Objective OrthoNormalized Updates for Multitask Learning Knowledge Unlearning for LLMs: Tasks, Methods, and Challenges

Reference 161

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:02.482381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.