Paper Citation Record · LEDGER

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning

As of 5 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 4 inbound Pith citation observations for arXiv:2601.03190.

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

pith.paper-citation-record.v1
2601.03190 v4

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T12:25:05.529845Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T10:45:46.421793Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-01T13:25:44.896687Z

Reference resolution

44 of 44 outbound references displayed

verified exact0
verified fuzzy0
unresolved44
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c8d9918f-bdb2-496b-8b4c-ead189f73352 · outbound

This paper cites online" 'onlinestring :=.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:00.220893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6fa48c7-635c-4977-83d6-c77e1dbcc56e · outbound

This paper cites write newline.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:00.312735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdb66adc-1041-47af-8fac-216cb6cf4262 · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:00.444850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d30a4d9-e537-4629-82e2-a4a81da7523c · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:00.590633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c647700b-2f12-4d1e-8fda-59971724b59b · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:00.776151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

This paper cites Unlearn What You Want to Forget: Efficient Unlearning for LLMs.

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 b2bf7b44-64ed-4093-8451-7007f0b72c1b · outbound

This paper cites Reasoning with Exploration: An Entropy Perspective.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Reasoning with Exploration: An Entropy Perspective

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:01.065221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f735ae9-8db3-4122-9fdb-d761dc49087a · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:01.153727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a45051d-22bc-47ac-9b69-659297337c8b · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:01.310530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2d609a9-dd39-485a-bec5-9a694763c0cd · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:01.476564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1be6e8b4-a641-4ae4-8fd5-028515876aaf · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:01.602746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b2bf6c6-73b0-46cb-9d81-f1357ac89c8f · outbound

This paper cites LLaMA-Omni2: LLM-based Real-time Spoken Chatbot with Autoregressive Streaming Speech Synthesis.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning LLaMA-Omni2: LLM-based Real-time Spoken Chatbot with Autoregressive Streaming Speech Synthesis

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:01.710490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fae43019-d7b9-4ecf-b747-cdad52f706d7 · outbound

This paper cites Representation Degeneration Problem in Training Natural Language Generation Models.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Representation Degeneration Problem in Training Natural Language Generation Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:01.821481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bebe3095-5097-4172-b6bf-44093797e66c · outbound

This paper cites The Curious Case of Neural Text Degeneration.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning The Curious Case of Neural Text Degeneration

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:01.971198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8a6dce8-41f3-45cb-b854-8c90d3c505a1 · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:02.081299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 214ac1c1-30e4-43ec-ae9d-3abd2373d70b · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:02.231192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c97bb2bb-b643-4fb4-a726-96af0812b876 · outbound

This paper cites SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:02.392912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d331793-af91-44df-bf1b-07832b628591 · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:02.518738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 449d9b17-8f0a-4d6d-beeb-29c05d6c9290 · outbound

This paper cites Copyright Violations and Large Language Models.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Copyright Violations and Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:02.634993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1aad0a72-a9fc-4270-834c-c20bda1f8dc5 · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:02.780594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a95d37b6-87ba-4e92-9d2d-30489094fc18 · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:02.890855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9569895a-a697-4cca-a3f5-ba0589fbda70 · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:02.986862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29cc52f5-a3ac-4910-b4d2-a3ee94e12339 · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:03.090919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7365ab6-93a1-4f8d-9486-46647e83c735 · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:03.206888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cb095b4-3efc-46dd-95e2-a1416cc3077b · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:03.323028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a94f243-0f67-4401-927b-18712f244934 · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:03.429215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad0d0867-4daa-4613-b208-ab658e7c20ea · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:03.503422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70f27e72-5bae-4942-a2e2-2157e5f654ee · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:03.619359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f31b8575-8d0b-4d45-bcff-c64c92644768 · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:03.735595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c69f5386-fe82-4075-8a39-8620f5625296 · outbound

This paper cites Detecting Pretraining Data from Large Language Models.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Detecting Pretraining Data from Large Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:03.851901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21dc23ea-6224-4892-8e8d-08a8a08ea3af · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:03.964105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd6ddb7a-f361-4096-b25f-de82e5aa579f · outbound

This paper cites Knowledge Unlearning for LLMs: Tasks, Methods, and Challenges.

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 e6c22499-19a7-4065-a61d-3d78a70ee812 · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:04.190815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 089b97bf-84a5-4fea-b6ce-6dca2647666f · outbound

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

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:04.305109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4289f6ae-dd92-45bb-85f1-24e489d0b85d · outbound

This paper cites Not Every Token Needs Forgetting: Selective Unlearning to Limit Change in Utility in Large Language Model Unlearning.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Not Every Token Needs Forgetting: Selective Unlearning to Limit Change in Utility in Large Language Model Unlearning

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:04.420234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dd36f27-69a4-46bf-ab86-b078bb7d49de · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:04.535481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68c38015-30a9-47f3-8dbd-3595c42e3478 · outbound

This paper cites Adaptive localization of knowledge negation for continual llm unlearning.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Adaptive localization of knowledge negation for continual llm unlearning

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:04.646851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a2a1448-5b05-4035-89af-5e1a77343492 · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:04.763047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8eb5efa4-0ef0-4392-9044-6a2bdfdd261a · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:04.877604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ac9d3c4-8c2b-4ca1-8a8d-2ecf26501771 · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:04.993874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb919cd9-f1c9-45cc-887b-50f42ab40041 · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:05.109782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ea1a1cb-c037-48e4-9f56-ff6dae9e0293 · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:05.219893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3a41430-04fa-44af-9aaa-7f540c32b54b · outbound

This paper cites On the Limitations and Prospects of Machine Unlearning for Generative AI.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning On the Limitations and Prospects of Machine Unlearning for Generative AI

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:05.353825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 951aff1d-7df1-4457-94a3-fd0e1ab822ac · outbound

This paper cites an unresolved cited work.

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:05.529845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 5d7a61b9-9e1b-4c5a-af70-0d74440c9216 · 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 Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-03T10:45:46.421793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a69d6771-fa8d-486c-ab8a-628a249ee709 · inbound

VC-Soup: Value-Consistency Guided Multi-Value Alignment for Large Language Models cites this paper.

VC-Soup: Value-Consistency Guided Multi-Value Alignment for Large Language Models Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning

Reference 51

Resolution: verified exact; local_arxiv, observed 2026-05-15T09:39:54.379541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 850c75dc-9701-407a-9b4a-aab185ed2b85 · inbound

Mitigating Error Amplification in Fast Adversarial Training cites this paper.

Mitigating Error Amplification in Fast Adversarial Training Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning

Reference 50

Resolution: verified exact; local_arxiv, observed 2026-05-11T21:46:49.442529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 28559e46-e43a-41d5-b4f8-321877027a22 · inbound

Position: The Term "Machine Unlearning" Is Overused in LLMs cites this paper.

Position: The Term "Machine Unlearning" Is Overused in LLMs Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-07-01T13:25:44.898237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.