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Paper Citation Record · LEDGER

A Theoretical Analysis of Soft-Label vs Hard-Label Training in Neural Networks

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2412.09579.

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

pith.paper-citation-record.v1
2412.09579 v1

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 2026-08-09T06:31:02.800959+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:40:11.874369Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, 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

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 87e17416-112e-46ed-ae8a-8abd2367798d · inbound

LGAI-EMBEDDING-Preview Technical Report cites this paper.

LGAI-EMBEDDING-Preview Technical Report A Theoretical Analysis of Soft-Label vs Hard-Label Training in Neural Networks

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T05:40:11.874369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:40:11.874369Z digest=sha256:bac96166a2fe544678ca29232308d1d0e9e6bd699de81acc4f41b9c096e23e18

Observation b39c9108-1cc3-4e77-a9fb-df2a3a8e4c83 · inbound

ASKD-Whisper: Adaptive Self-knowledge Distillation for Efficient and Low-Latency Automatic Speech Recognition cites this paper.

ASKD-Whisper: Adaptive Self-knowledge Distillation for Efficient and Low-Latency Automatic Speech Recognition A Theoretical Analysis of Soft-Label vs Hard-Label Training in Neural Networks

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-03T12:01:00.357052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T12:01:00.357052Z digest=sha256:5f16ad4b45ef0fc4b6c370c0269b57b8555ba4d97a2976da1218f03bd01edb5c

Observation 32c1d394-d749-4385-91bf-a83422eb23d3 · inbound

Toward Calibrated, Fair, and accurate Deepfake Detection cites this paper.

Toward Calibrated, Fair, and accurate Deepfake Detection A Theoretical Analysis of Soft-Label vs Hard-Label Training in Neural Networks

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-06-28T07:11:45.324465Z

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=2026-06-28T07:05:18.026601Z digest=sha256:3ebb49a000c4d8b899cf95ad25568a435f7d61de68a65ab4f70dedc912ae001e