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Paper Citation Record · LEDGER

Data-Efficient Finetuning Using Cross-Task Nearest Neighbors

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2212.00196.

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

pith.paper-citation-record.v1
2212.00196 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 2026-08-08T06:32:00.761636+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:09:34.982317Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T05:34:40.092300Z

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 15decaa6-3bf7-424e-a18f-20552597bf02 · inbound

Merge to Mix: Mixing Datasets via Model Merging cites this paper.

Merge to Mix: Mixing Datasets via Model Merging Data-Efficient Finetuning Using Cross-Task Nearest Neighbors

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T15:09:34.982317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:09:34.982317Z digest=sha256:d1546d2c7321ed49711e002f6c92b100b77a6d397fffd907af4e60e9c2dc5b20

Observation 5b4c75f5-68b9-4e18-9cc6-09033fc2cf0e · inbound

Improving Task Diversity in Label Efficient Supervised Finetuning of LLMs cites this paper.

Improving Task Diversity in Label Efficient Supervised Finetuning of LLMs Data-Efficient Finetuning Using Cross-Task Nearest Neighbors

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T12:47:43.563797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T12:47:43.563797Z digest=sha256:8b09a15c14c6b06412b534accdb64ac5c6a361052d284f87590f7087c94176ce

Observation 1994955c-f302-4052-806b-4bb69c806613 · inbound

Unified Data Selection for LLM Reasoning cites this paper.

Unified Data Selection for LLM Reasoning Data-Efficient Finetuning Using Cross-Task Nearest Neighbors

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-05-22T05:34:40.095439Z

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.

source=arxiv_source observed=2026-05-22T05:33:20.930156Z digest=sha256:5a812c1ce05256dfc5a15c3e3d24c6efc8f8ec063a2ac9e5c24ee7a3bac1748b