Paper Citation Record · LEDGER

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models

As of 23 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 2 inbound Pith citation observations for arXiv:2510.17620.

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

pith.paper-citation-record.v1
2510.17620 v2

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T09:02:58.867215Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:17:57.087939Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T21:52:48.289729Z

Reference resolution

35 of 35 outbound references displayed

verified exact0
verified fuzzy0
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation afe33068-3b6d-4897-8d5b-9268e7edf752 · outbound

This paper cites Many-shot in-context learning.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models Many-shot in-context learning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:56.589987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d919109-be46-4e46-91fe-0aed52c91aae · outbound

This paper cites Language models are few-shot learners.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models Language models are few-shot learners

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:56.659735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation baf37ec2-f757-4a9a-ba81-4faf8bca61cf · outbound

This paper cites Extracting training data from large language models.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models Extracting training data from large language models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:56.718160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 913cca17-5042-41f0-ab06-cd1612acd831 · outbound

This paper cites Lift yourself up: Retrieval-augmented text generation with self-memory.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models Lift yourself up: Retrieval-augmented text generation with self-memory

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:56.792224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 661f3828-5323-4faa-b94d-43da4cfbabf8 · outbound

This paper cites Machine unlearning doesn't do what you think: Lessons for generative ai policy, research, and practice.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models Machine unlearning doesn't do what you think: Lessons for generative ai policy, research, and practice

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:56.857829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54f32a49-a27e-4887-ba1d-df0e15dd1341 · outbound

This paper cites Undial: Self-distillation with adjusted logits for robust unlearning in large language models.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models Undial: Self-distillation with adjusted logits for robust unlearning in large language models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:56.922572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73264993-dfd2-4071-8e90-3e3545296785 · outbound

This paper cites Openunlearning: Accelerating llm unlearning via unified benchmarking of methods and metrics.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models Openunlearning: Accelerating llm unlearning via unified benchmarking of methods and metrics

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:56.986290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b0d1a6b-49b9-4066-a1b3-1ace06d235c5 · outbound

This paper cites The llama 3 herd of models.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models The llama 3 herd of models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:57.061109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a9103c2-1d1d-4f7a-95e9-80f9ab8a6f6f · outbound

This paper cites Foundation models and fair use.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models Foundation models and fair use

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:57.122580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f46402a-f125-43c7-9bf4-8d077be852cc · outbound

This paper cites Unlearning or obfuscating? jogging the memory of unlearned LLM s via benign relearning.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models Unlearning or obfuscating? jogging the memory of unlearned LLM s via benign relearning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:57.188868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cb3baa9-0a0c-4c60-ae03-3450618bfdce · outbound

This paper cites On information and sufficiency.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models On information and sufficiency

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:57.237080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7157ab9-464e-4c27-b0cc-77dc1f0abc43 · outbound

This paper cites u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:57.298998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eef55d37-a6ce-4042-a4fc-00eaefeca679 · outbound

This paper cites The wmdp benchmark: Measuring and reducing malicious use with unlearning.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models The wmdp benchmark: Measuring and reducing malicious use with unlearning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:57.400032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e5c4dc6-ddfd-4902-b06e-393d266a9400 · outbound

This paper cites Decoupled weight decay regularization.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models Decoupled weight decay regularization

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:57.470797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 515053c9-9cfa-4be4-996f-eebb863b70a6 · outbound

This paper cites Tofu: A task of fictitious unlearning for llms.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models Tofu: A task of fictitious unlearning for llms

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:57.571949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e129391-bcfa-4ec8-a6e6-285df863b73c · outbound

This paper cites Zhang, and Nicolas Papernot.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models Zhang, and Nicolas Papernot

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:57.636288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d66c5c8d-6377-437e-9469-0fe4c30003fd · outbound

This paper cites Scalable extraction of training data from aligned, production language models.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models Scalable extraction of training data from aligned, production language models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:57.703933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad860cc6-141c-4045-85dd-93bc3b0f02ba · outbound

This paper cites Training language models to follow instructions with human feedback.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models Training language models to follow instructions with human feedback

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:57.738078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c906a23e-7add-49eb-b27c-3b759b4d77cc · outbound

This paper cites In-context unlearning: Language models as few-shot unlearners.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models In-context unlearning: Language models as few-shot unlearners

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:57.806837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cdfcf14-e6cc-4280-8a61-06bda597426b · outbound

This paper cites Direct preference optimization: Your language model is secretly a reward model.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models Direct preference optimization: Your language model is secretly a reward model

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:57.869009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5be3a77d-b771-4c32-99b8-1ce3d97ffd33 · outbound

This paper cites A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:57.932322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff1c0b33-d0f1-4400-8463-f6eedca6b6d8 · outbound

This paper cites Smith, and Chiyuan Zhang.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models Smith, and Chiyuan Zhang

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:57.974621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d13a2d0b-6dd7-47ef-892e-c7d3b823ba60 · outbound

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

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models UnUnlearning: Unlearning is not sufficient for content regulation in advanced generative AI

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:58.070315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 290264c0-4d8a-49ad-a3c0-7694b9c59284 · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models Gemma: Open Models Based on Gemini Research and Technology

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:58.143340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 987d0d00-db0a-4769-a038-53e0a64e9f64 · outbound

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

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:58.203870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5207f46e-5a19-4b64-8b66-f61aca1939ed · outbound

This paper cites Rethinking LLM unlearning objectives: A gradient perspective and go beyond.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models Rethinking LLM unlearning objectives: A gradient perspective and go beyond

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:58.248242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c5243f6-abb7-494e-89aa-8d845397eae6 · outbound

This paper cites Qwen3 Technical Report.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models Qwen3 Technical Report

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:58.310809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d26c23f-d41f-4a57-8881-90d3d93836a1 · outbound

This paper cites Exploring criteria of loss reweighting to enhance LLM unlearning.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models Exploring criteria of loss reweighting to enhance LLM unlearning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:58.383049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 396852ee-c947-41cd-8e46-8e339f75a142 · outbound

This paper cites Large language model unlearning.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models Large language model unlearning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:58.439424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c87ff72b-f95f-46ba-94ec-65acd9db67cd · outbound

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

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models Negative preference optimization: From catastrophic collapse to effective unlearning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:58.484539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6c18faa-f6b1-40e0-9d3f-22754a319573 · outbound

This paper cites RAFT: Adapting Language Model to Domain Specific RAG.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models RAFT: Adapting Language Model to Domain Specific RAG

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:58.544833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae1e5b38-3cfe-4582-9a68-8f21cf999da3 · outbound

This paper cites write newline.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models write newline

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:58.637636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6bbd9a2-9904-457d-857b-8682b8b16dd7 · outbound

This paper cites @esa (Ref.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models @esa (Ref

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:58.731487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d962c8cd-a5e3-4b84-8a21-04182db2924a · outbound

This paper cites an unresolved cited work.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:58.795910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06d49843-f227-4c8d-8e09-e41a2e4a522e · outbound

This paper cites The full name of the author born in Kuwait City, Kuwait on the 8th of September, 1956 is Basil Mahfouz Al-Kuwaiti.

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models The full name of the author born in Kuwait City, Kuwait on the 8th of September, 1956 is Basil Mahfouz Al-Kuwaiti

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T09:02:58.867215Z

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Unavailable: canonical work link unavailable.

Pith citing papers

Observation 0f9368d6-7c5a-42ce-847a-a7347a4f5204 · inbound

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

Distinguishable Deletion: Unifying Knowledge Erasure and Refusal for Large Language Model Unlearning Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models

Reference 93

Resolution: verified exact; arxiv_id, observed 2026-05-28T02:04:10.854132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 138ce22c-9443-413b-bfef-09918e0bc209 · inbound

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning cites this paper.

Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models

Reference 166

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:57.087939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.