Paper Citation Record · LEDGER

Understanding the Effect of Noise in LLM Training Data with Algorithmic Chains of Thought

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2402.04004.

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

pith.paper-citation-record.v1
2402.04004 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:17:11.627462Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T20:57:23.836145Z

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 18420bcd-1426-47cd-8f14-8638b35a56f6 · inbound

Small Language Models: Architectures, Techniques, Evaluation, Problems and Future Adaptation cites this paper.

Small Language Models: Architectures, Techniques, Evaluation, Problems and Future Adaptation Understanding the Effect of Noise in LLM Training Data with Algorithmic Chains of Thought

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:11.627462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dbed18f-9106-4ec9-82ec-f9b81019f051 · inbound

Delving into Instance-Dependent Label Noise in Graph Data: A Comprehensive Study and Benchmark cites this paper.

Delving into Instance-Dependent Label Noise in Graph Data: A Comprehensive Study and Benchmark Understanding the Effect of Noise in LLM Training Data with Algorithmic Chains of Thought

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T00:55:54.725250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa38baef-3eb8-441d-932b-be699de9694e · inbound

DVPO: Distributional Value Modeling-based Policy Optimization for LLM Post-Training cites this paper.

DVPO: Distributional Value Modeling-based Policy Optimization for LLM Post-Training Understanding the Effect of Noise in LLM Training Data with Algorithmic Chains of Thought

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-17T01:48:50.962607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f22c3d0f-e544-4dab-be37-d5c324526e6e · inbound

Multilinguality at the Edge: Developing Language Models for the Global South cites this paper.

Multilinguality at the Edge: Developing Language Models for the Global South Understanding the Effect of Noise in LLM Training Data with Algorithmic Chains of Thought

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T14:36:04.806352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c11d1893-217a-46dc-bd17-1c6e4b6fcfb0 · inbound

SafeLens: Deliberate and Efficient Video Guardrails with Fast-and-Slow Screening cites this paper.

SafeLens: Deliberate and Efficient Video Guardrails with Fast-and-Slow Screening Understanding the Effect of Noise in LLM Training Data with Algorithmic Chains of Thought

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-20T14:08:21.174093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 36850f32-7461-4373-b85b-ac793698843d · inbound

DICE: Entropy-Regularized Equilibrium Selection for Stable Multi-Agent LLM Coordination cites this paper.

DICE: Entropy-Regularized Equilibrium Selection for Stable Multi-Agent LLM Coordination Understanding the Effect of Noise in LLM Training Data with Algorithmic Chains of Thought

Reference 146

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T20:57:23.837752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.