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Paper Citation Record · LEDGER

Selecting Informative Contexts Improves Language Model Finetuning

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2005.00175.

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

pith.paper-citation-record.v1
2005.00175 v3

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 2026-08-20T06:33:59.587034+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T22:45:50.561497Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T14:25:23.396552Z

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 ac1bc9dd-d4e4-49b0-b585-2ce573bf2d2e · inbound

Fine-tuning LLaMA 2 interference: a comparative study of language implementations for optimal efficiency cites this paper.

Fine-tuning LLaMA 2 interference: a comparative study of language implementations for optimal efficiency Selecting Informative Contexts Improves Language Model Finetuning

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-09T22:45:50.561497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T22:45:50.561497Z digest=sha256:981677ae4bce9f161cf939c4e5b8b7f1ab0114362f0fb3d43c41711927cd6d77

Observation f876d2a2-41fd-4918-908b-e958932f7cad · inbound

Efficient Data Selection at Scale via Influence Distillation cites this paper.

Efficient Data Selection at Scale via Influence Distillation Selecting Informative Contexts Improves Language Model Finetuning

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:25:23.404674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T14:25:17.896261Z digest=sha256:90d12b25ad0d8208ec7b99ea975dcf6daca13be7f43ca2db1cbac252faef211f