Paper Citation Record · LEDGER

Rethinking Data Selection at Scale: Random Selection is Almost All You Need

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2410.09335.

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

pith.paper-citation-record.v1
2410.09335 v2

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 2026-08-17T06:30:58.91139+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:06:23.524506Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-14T20:07:54.519368Z

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 6df0da23-b153-4c5a-8ac2-fa80700025b4 · inbound

Principled Data Selection for Alignment: The Hidden Risks of Difficult Examples cites this paper.

Principled Data Selection for Alignment: The Hidden Risks of Difficult Examples Rethinking Data Selection at Scale: Random Selection is Almost All You Need

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-08T11:57:12.030030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d288b5a2-d972-4b20-9360-0bbb23961bca · inbound

MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space cites this paper.

MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space Rethinking Data Selection at Scale: Random Selection is Almost All You Need

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-16T12:06:23.524506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 228b7c5c-a0af-49c1-bb50-6ef53ec7cb6d · inbound

GemMaroc: Unlocking Darija Proficiency in LLMs with Minimal Data cites this paper.

GemMaroc: Unlocking Darija Proficiency in LLMs with Minimal Data Rethinking Data Selection at Scale: Random Selection is Almost All You Need

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:29.912816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3531be30-ba7f-40c4-938e-4e62d108b0b0 · inbound

Reasoning Like an Economist: Post-Training on Economic Problems Induces Strategic Generalization in LLMs cites this paper.

Reasoning Like an Economist: Post-Training on Economic Problems Induces Strategic Generalization in LLMs Rethinking Data Selection at Scale: Random Selection is Almost All You Need

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-07T12:06:30.202322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13e0d5b9-5018-4dd3-872e-6c922230b16c · inbound

Class-Proportional Coreset Selection for Difficulty-Separable Data cites this paper.

Class-Proportional Coreset Selection for Difficulty-Separable Data Rethinking Data Selection at Scale: Random Selection is Almost All You Need

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T17:25:16.084391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8dcb136-5cf8-42ad-911d-0ca42e4b10ce · inbound

Omnimodal Dataset Distillation via High-order Proxy Alignment cites this paper.

Omnimodal Dataset Distillation via High-order Proxy Alignment Rethinking Data Selection at Scale: Random Selection is Almost All You Need

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:05:59.667669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a8772479-fd0b-48dd-a1cc-189e5553aebc · inbound

From Insight to Action: A Novel Framework for Interpretability-Guided Data Selection in Large Language Models cites this paper.

From Insight to Action: A Novel Framework for Interpretability-Guided Data Selection in Large Language Models Rethinking Data Selection at Scale: Random Selection is Almost All You Need

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T23:41:16.578231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e6257e75-a8fb-4d0d-85ae-33e8427ea8f3 · inbound

Data Difficulty and the Generalization--Extrapolation Tradeoff in LLM Fine-Tuning cites this paper.

Data Difficulty and the Generalization--Extrapolation Tradeoff in LLM Fine-Tuning Rethinking Data Selection at Scale: Random Selection is Almost All You Need

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:07:54.522966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.