Paper Citation Record · LEDGER

Data Contamination: From Memorization to Exploitation

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2203.08242.

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

pith.paper-citation-record.v1
2203.08242 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T22:35:45.113380Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T15:49:58.246964Z

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 78b3ab4d-62b3-4504-9e54-b73a43f1675a · inbound

Detecting Pretraining Data from Large Language Models cites this paper.

Detecting Pretraining Data from Large Language Models Data Contamination: From Memorization to Exploitation

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-17T18:07:24.709028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 32751535-6613-4025-894f-e9b7eed3917c · inbound

Overestimation in LLM Evaluation: A Controlled Large-Scale Study on Data Contamination's Impact on Machine Translation cites this paper.

Overestimation in LLM Evaluation: A Controlled Large-Scale Study on Data Contamination's Impact on Machine Translation Data Contamination: From Memorization to Exploitation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-09T22:35:45.113380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49924129-c81d-493d-8ba2-84135e1194ed · inbound

Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis cites this paper.

Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis Data Contamination: From Memorization to Exploitation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T10:54:26.318669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cc3bced-595f-49f1-a60c-1afab61cd9df · inbound

Winter Soldier: Backdooring Language Models at Pre-Training with Indirect Data Poisoning cites this paper.

Winter Soldier: Backdooring Language Models at Pre-Training with Indirect Data Poisoning Data Contamination: From Memorization to Exploitation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T00:16:18.994758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8a255ab-c910-4c38-8e0d-f4b55cff28ec · inbound

GuardVal: Dynamic Large Language Model Jailbreak Evaluation for Comprehensive Safety Testing cites this paper.

GuardVal: Dynamic Large Language Model Jailbreak Evaluation for Comprehensive Safety Testing Data Contamination: From Memorization to Exploitation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T18:40:52.646617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39b581f4-7ad5-4d0a-a2c8-362ba50e06d3 · inbound

On the Fitness Landscape in the $NK$ Model cites this paper.

On the Fitness Landscape in the $NK$ Model Data Contamination: From Memorization to Exploitation

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-05T19:28:58.877765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5a4fb9e-d3f8-41d9-b5a4-3b9b67bbad16 · inbound

Dissecting model behavior through agent trajectories cites this paper.

Dissecting model behavior through agent trajectories Data Contamination: From Memorization to Exploitation

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-07-03T20:18:56.925786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d318c180-a4be-4f7f-9432-e0dfe025a42c · inbound

DualEval: Joint Model-Item Calibration for Unified LLM Evaluation cites this paper.

DualEval: Joint Model-Item Calibration for Unified LLM Evaluation Data Contamination: From Memorization to Exploitation

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T15:49:58.248277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.