Paper Citation Record · LEDGER

PRMU: A Corpus-Free Benchmark for Person-Centric Knowledge Unlearning in Multimodal Large Language Models

As of 13 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2608.11149.

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

pith.paper-citation-record.v1
2608.11149 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T05:18:56.718125Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

16 of 16 outbound references displayed

verified exact0
verified fuzzy5
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 52cd0254-f9b5-4171-9e32-90cba2ac381d · outbound

This paper cites InFindings of the Association for Computational Linguistics: ACL 2025, 20582–20603.

PRMU: A Corpus-Free Benchmark for Person-Centric Knowledge Unlearning in Multimodal Large Language Models InFindings of the Association for Computational Linguistics: ACL 2025, 20582–20603

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:18:56.947291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5c0c6576-f583-483b-8f4c-261838431f9e · outbound

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

PRMU: A Corpus-Free Benchmark for Person-Centric Knowledge Unlearning in Multimodal Large Language Models Who's Harry Potter? Approximate Unlearning in LLMs

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T05:18:56.670898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d28a76e8-bc34-4f20-a279-5ebebfd62c24 · outbound

This paper cites PPU-Bench:Real World Benchmark for Personalized Partial Unlearning in Vision Language Models.

PRMU: A Corpus-Free Benchmark for Person-Centric Knowledge Unlearning in Multimodal Large Language Models PPU-Bench:Real World Benchmark for Personalized Partial Unlearning in Vision Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T05:18:56.675221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4600119d-1916-40df-a0d3-f895d55ac82a · outbound

This paper cites Knowledge Sanitization of Large Language Models.

PRMU: A Corpus-Free Benchmark for Person-Centric Knowledge Unlearning in Multimodal Large Language Models Knowledge Sanitization of Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T05:18:56.680969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70941a7a-eb9e-42b5-8a9a-b83b6fa18cbf · outbound

This paper cites InProceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 14389–14408.

PRMU: A Corpus-Free Benchmark for Person-Centric Knowledge Unlearning in Multimodal Large Language Models InProceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 14389–14408

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:18:56.933486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f90d5962-87b3-4e95-95fd-79959588263a · outbound

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

PRMU: A Corpus-Free Benchmark for Person-Centric Knowledge Unlearning in Multimodal Large Language Models TOFU: A Task of Fictitious Unlearning for LLMs

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T05:18:56.694648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78468e25-9d99-4120-9f24-dc713fd3300f · outbound

This paper cites InInternationalCon- ference on Learning Representations, volume 2025, 54911– 54941.

PRMU: A Corpus-Free Benchmark for Person-Centric Knowledge Unlearning in Multimodal Large Language Models InInternationalCon- ference on Learning Representations, volume 2025, 54911– 54941

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:18:56.918092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ad058012-e0c1-4b0d-be57-9c4021f181c7 · outbound

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

PRMU: A Corpus-Free Benchmark for Person-Centric Knowledge Unlearning in Multimodal Large Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T05:18:56.704204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0399c97-8e77-41fe-8922-3eb90111ebaf · outbound

This paper cites PEBench: A Fictitious Dataset to Benchmark Machine Unlearning for Multimodal Large Language Models.

PRMU: A Corpus-Free Benchmark for Person-Centric Knowledge Unlearning in Multimodal Large Language Models PEBench: A Fictitious Dataset to Benchmark Machine Unlearning for Multimodal Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T05:18:56.708732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10be99d3-b6be-47d0-847c-c30b7f5f6d2b · outbound

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

PRMU: A Corpus-Free Benchmark for Person-Centric Knowledge Unlearning in Multimodal Large Language Models Negative Preference Optimization: From Catastrophic Collapse to Effective Unlearning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T05:18:56.713635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 359ea9be-dc64-4dc2-aaa6-e5943c3e7c35 · outbound

This paper cites In Findings of the Association for Computational Linguistics: ACL 2026, 12602–12620.

PRMU: A Corpus-Free Benchmark for Person-Centric Knowledge Unlearning in Multimodal Large Language Models In Findings of the Association for Computational Linguistics: ACL 2026, 12602–12620

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:18:56.903174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a13ed398-f2dc-4457-99c1-825614b415b7 · outbound

This paper cites In2021 IEEE symposium on security and privacy, 141–159.

PRMU: A Corpus-Free Benchmark for Person-Centric Knowledge Unlearning in Multimodal Large Language Models In2021 IEEE symposium on security and privacy, 141–159

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:18:56.959975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 695c4f73-8135-4ca8-a203-29020edbd193 · outbound

This paper cites GPT-4 Technical Report.

PRMU: A Corpus-Free Benchmark for Person-Centric Knowledge Unlearning in Multimodal Large Language Models GPT-4 Technical Report

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-12T05:18:56.645773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e4b0195-e8c3-4aaa-8df0-ce26d7e40ae6 · outbound

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

PRMU: A Corpus-Free Benchmark for Person-Centric Knowledge Unlearning in Multimodal Large Language Models To Each (Textual Sequence) Its Own: Improving Memorized-Data Unlearning in Large Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-12T05:18:56.656190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 967a6ac6-3746-48b5-9bb9-12a4454868d6 · outbound

This paper cites Qwen3-VL Technical Report.

PRMU: A Corpus-Free Benchmark for Person-Centric Knowledge Unlearning in Multimodal Large Language Models Qwen3-VL Technical Report

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-12T05:18:56.651306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20919448-cf9d-4bc4-b5be-2b1524fc7e40 · outbound

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

PRMU: A Corpus-Free Benchmark for Person-Centric Knowledge Unlearning in Multimodal Large Language Models The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-12T05:18:56.690359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.