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Paper Citation Record · LEDGER

Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2402.14270.

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

pith.paper-citation-record.v1
2402.14270 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 2026-08-08T14:36:36.397638Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

3
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 9311650d-fc56-431a-ad92-bf9903a64d29 · inbound

Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining cites this paper.

Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-08T14:36:36.397638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:36:36.397638Z digest=sha256:335ecfc708356f848465532f038cc1470b61663de8c12fb7dca5334720f6d046

Observation f69685dc-4d56-42c9-9f79-9fdf6ecf44bb · inbound

Language Models Improve When Pretraining Data Matches Target Tasks cites this paper.

Language Models Improve When Pretraining Data Matches Target Tasks Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T16:53:09.175972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T16:53:09.175972Z digest=sha256:e6644b28e6f4d8b1cf787b6e6d29decc0d0e13f36094b685874f7e45728ef3bd

Observation 1050c8e3-e9c7-4bd2-8ddf-0e068b044aec · inbound

Revisiting Generalization Across Difficulty Levels: It's Not So Easy cites this paper.

Revisiting Generalization Across Difficulty Levels: It's Not So Easy Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-04T06:49:34.293840Z

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=2026-08-04T06:45:51.788060Z digest=sha256:5f6b8dac0f68f61040028794a20e24f2d4e36182387d8f9479868779e349bdf9