Paper Citation Record · LEDGER

Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2203.08773.

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

pith.paper-citation-record.v1
2203.08773 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:56:22.184536Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-07T14:03:48.730669Z

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 9f6ff970-c870-4331-b312-a233156e13a0 · inbound

Retrieval-Augmented Generation for Large Language Models: A Survey cites this paper.

Retrieval-Augmented Generation for Large Language Models: A Survey Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-24T05:13:57.219528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a146f94a-5591-49a2-96ed-c25f0560383f · inbound

RELexED: Retrieval-Enhanced Legal Summarization with Exemplar Diversity cites this paper.

RELexED: Retrieval-Enhanced Legal Summarization with Exemplar Diversity Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T15:25:30.524103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f914691d-7ba1-4266-a3a1-000585e5026d · inbound

A Survey on Retrieval And Structuring Augmented Generation with Large Language Models cites this paper.

A Survey on Retrieval And Structuring Augmented Generation with Large Language Models Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data

Reference 249

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:22.184536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 529c5281-9acd-4443-b0bc-4845caeef1a1 · inbound

TabPack: Efficient Hyperparameter Ensembles for Tabular Deep Learning cites this paper.

TabPack: Efficient Hyperparameter Ensembles for Tabular Deep Learning Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data

Reference 99

Resolution: metadata mismatch; local_arxiv, observed 2026-07-07T14:03:48.732012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.