Pith. sign in

Paper Citation Record · LEDGER

Reformulation for Pretraining Data Augmentation

As of 3 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2502.04235.

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

pith.paper-citation-record.v1
2502.04235 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T08:29:26.385256Z

measured 0 of 1 external citation measurements

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

Source: cited_works

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 ac4162bd-e12c-4948-a030-39ba601e5c8c · inbound

Train Smarter, Not Longer: Memorization-Guided Data Reuse for Efficient LLM Training cites this paper.

Train Smarter, Not Longer: Memorization-Guided Data Reuse for Efficient LLM Training Reformulation for Pretraining Data Augmentation

Reference 4

Resolution
unresolved
no resolver link, observed 2026-07-11T10:45:46.618668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T10:45:46.618668Z digest=sha256:568f8c1b58e6d212d1cc347950ab73896f590aecc3a18d69ce7bd43c1ab596e8

Observation cee61b35-b966-48ce-a00b-8cdcdb6b322a · inbound

DataOrchestra: Learning to Orchestrate Per-Example Curation of Pretraining Data cites this paper.

DataOrchestra: Learning to Orchestrate Per-Example Curation of Pretraining Data Reformulation for Pretraining Data Augmentation

Reference 38

Resolution
unresolved
no resolver link, observed 2026-07-31T07:01:46.065468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T07:01:46.065468Z digest=sha256:81b29f6802441a9fc2c0a52ade3d837ac6d9a39d643a172335bad37434bdd18e

Observation 56b4b924-e18e-4cd9-a987-f96799109279 · inbound

HSS-Synth: Humanities and Social Sciences Data Synthesis for LLMs cites this paper.

HSS-Synth: Humanities and Social Sciences Data Synthesis for LLMs Reformulation for Pretraining Data Augmentation

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-01T08:29:26.385256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T08:29:26.385256Z digest=sha256:b92af6d7d104faedcd93bc92d0adad89c1dab135f9f8862643f1d156848a5a6b