Paper Citation Record · LEDGER

Impact of Fine-Tuning Methods on Memorization in Large Language Models

As of 10 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 1 inbound Pith citation observation for arXiv:2507.00258.

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

pith.paper-citation-record.v1
2507.00258 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:24:31.720829Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T13:41:42.393478Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

26 of 26 outbound references displayed

verified exact0
verified fuzzy0
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation adf1d87a-2af9-44e6-bf32-12f3e23a83e9 · outbound

This paper cites an unresolved cited work.

Impact of Fine-Tuning Methods on Memorization in Large Language Models Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T21:24:30.135446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d366ecea-b40b-40ff-9300-781a221f2e9f · outbound

This paper cites an unresolved cited work.

Impact of Fine-Tuning Methods on Memorization in Large Language Models Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:24:33.359883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 94452d9c-e706-4258-a7e6-7c043f4142f8 · outbound

This paper cites an unresolved cited work.

Impact of Fine-Tuning Methods on Memorization in Large Language Models Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:24:33.184115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c9294f60-0b61-4c80-ba40-4b98c120d7ef · outbound

This paper cites an unresolved cited work.

Impact of Fine-Tuning Methods on Memorization in Large Language Models Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:24:32.974597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4d07fbe4-852e-4bc9-af96-6c87da51ae05 · outbound

This paper cites an unresolved cited work.

Impact of Fine-Tuning Methods on Memorization in Large Language Models Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T21:24:30.853015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d819c3a4-110e-492a-8b9e-d34a404d2d07 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Impact of Fine-Tuning Methods on Memorization in Large Language Models LoRA: Low-Rank Adaptation of Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T21:24:31.036770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a9cbb35-044c-4688-8a5f-2185c9ef6f88 · outbound

This paper cites an unresolved cited work.

Impact of Fine-Tuning Methods on Memorization in Large Language Models Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T21:24:31.083700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a4857aa-11e7-4872-9e73-7c16d090e7a3 · outbound

This paper cites an unresolved cited work.

Impact of Fine-Tuning Methods on Memorization in Large Language Models Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T21:24:31.102961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15791386-02e7-4150-a7a5-9aff854c70b1 · outbound

This paper cites GPT Understands, Too.

Impact of Fine-Tuning Methods on Memorization in Large Language Models GPT Understands, Too

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T21:24:31.122601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d18ebc96-82b5-4ede-8634-5afeb62f073a · outbound

This paper cites an unresolved cited work.

Impact of Fine-Tuning Methods on Memorization in Large Language Models Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T21:24:31.156258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33f94485-2b4d-4b21-885b-1eb88577bd03 · outbound

This paper cites an unresolved cited work.

Impact of Fine-Tuning Methods on Memorization in Large Language Models Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:24:32.794025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 46b4bdff-fafa-4e80-af49-ce77ecd7bdf4 · outbound

This paper cites an unresolved cited work.

Impact of Fine-Tuning Methods on Memorization in Large Language Models Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T21:24:31.211154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a29a831-fc42-47d9-b611-28b5cfd11476 · outbound

This paper cites an unresolved cited work.

Impact of Fine-Tuning Methods on Memorization in Large Language Models Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:24:32.604158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation eb23c88c-b931-4153-b095-afeeb550507c · outbound

This paper cites an unresolved cited work.

Impact of Fine-Tuning Methods on Memorization in Large Language Models Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T21:24:31.271889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84706ae6-4231-4f57-8f6c-81a5752830db · outbound

This paper cites an unresolved cited work.

Impact of Fine-Tuning Methods on Memorization in Large Language Models Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T21:24:31.304486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a613d7b-7881-43b8-a559-ac2c88f6821d · outbound

This paper cites Cohen, and Mirella Lapata.

Impact of Fine-Tuning Methods on Memorization in Large Language Models Cohen, and Mirella Lapata

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T21:24:31.330052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdb70b7e-ac48-4150-886a-5bb80f1793a1 · outbound

This paper cites an unresolved cited work.

Impact of Fine-Tuning Methods on Memorization in Large Language Models Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:24:32.476524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5ee90c90-730d-40f0-82e8-dea8836b5ea6 · outbound

This paper cites an unresolved cited work.

Impact of Fine-Tuning Methods on Memorization in Large Language Models Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T21:24:31.390464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5de1e80-0ecf-4fd6-8d57-7174fb6f2f95 · outbound

This paper cites an unresolved cited work.

Impact of Fine-Tuning Methods on Memorization in Large Language Models Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T21:24:31.416215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab6be20d-12cd-4028-a678-0793899515dd · outbound

This paper cites an unresolved cited work.

Impact of Fine-Tuning Methods on Memorization in Large Language Models Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:24:32.303751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3145a4dc-8834-4973-994f-51fe8ec95482 · outbound

This paper cites Membership Inference Attacks against Machine Learning Models.

Impact of Fine-Tuning Methods on Memorization in Large Language Models Membership Inference Attacks against Machine Learning Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T21:24:31.477152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1131c5f-57a6-480b-b6ae-86aa3af82a63 · outbound

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

Impact of Fine-Tuning Methods on Memorization in Large Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T21:24:31.507399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59b53a1b-d662-4437-a57e-dc64c1f6de6d · outbound

This paper cites an unresolved cited work.

Impact of Fine-Tuning Methods on Memorization in Large Language Models Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:24:32.152618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4eaae505-25dd-4651-8a17-416f451ee8e7 · outbound

This paper cites an unresolved cited work.

Impact of Fine-Tuning Methods on Memorization in Large Language Models Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T21:24:31.570611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21271ff5-167c-400b-8a22-bd295c21aaa2 · outbound

This paper cites online" 'onlinestring :=.

Impact of Fine-Tuning Methods on Memorization in Large Language Models online" 'onlinestring :=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T21:24:31.641115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 718eb4cc-07d2-4fae-8800-8759784fcb35 · outbound

This paper cites write newline.

Impact of Fine-Tuning Methods on Memorization in Large Language Models write newline

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T21:24:31.720829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation a0a18f50-3a5c-4dde-91a9-4e4c6a427eec · inbound

What do Reward Models Memorize? cites this paper.

What do Reward Models Memorize? Impact of Fine-Tuning Methods on Memorization in Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-31T13:41:42.393478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.