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Paper Citation Record · LEDGER

Take the essence and discard the dross: A Rethinking on Data Selection for Fine-Tuning Large Language Models

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2406.14115.

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

pith.paper-citation-record.v1
2406.14115 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T20:29:52.585304Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-04T23:33:44.202811Z

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 7fbec777-d88e-4967-8fa6-bfd54a73eddd · inbound

Ensembles of Low-Rank Expert Adapters cites this paper.

Ensembles of Low-Rank Expert Adapters Take the essence and discard the dross: A Rethinking on Data Selection for Fine-Tuning Large Language Models

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-09T20:29:52.585304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T20:29:52.585304Z digest=sha256:f0f4d7b24632dad751785578d91923d4548a6882893c1883d9228c441528d9b3

Observation 033ccbfb-96c2-4282-93a0-05f3e839a323 · inbound

LAMDAS: LLM as an Implicit Classifier for Domain-specific Data Selection cites this paper.

LAMDAS: LLM as an Implicit Classifier for Domain-specific Data Selection Take the essence and discard the dross: A Rethinking on Data Selection for Fine-Tuning Large Language Models

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-08-04T23:33:44.238868Z

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.

source=arxiv_source observed=2026-08-04T23:33:41.391669Z digest=sha256:3e2707c5ba48d7732605d2a41a257fe322e5aef682e70ef8316b7d86c92443e9