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Paper Citation Record · LEDGER

Training Tips for the Transformer Model

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:1804.00247.

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

pith.paper-citation-record.v1
1804.00247 v2

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 2026-08-21T06:32:19.484+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T18:57:46.185796Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T22:32:03.987642Z

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 715520e9-7bc6-4c44-8733-cd057d70348a · inbound

DBF-Net: A Dual-Branch Network with Feature Fusion for Ultrasound Image Segmentation cites this paper.

DBF-Net: A Dual-Branch Network with Feature Fusion for Ultrasound Image Segmentation Training Tips for the Transformer Model

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-12T18:57:46.185796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:57:46.185796Z digest=sha256:a3a317dcf4c9f2149ee98f8f8aad7b5f6a9ffdfd47b237b08e4e953b46e5840a

Observation fea3a419-d1c4-4060-bcbd-100342f6ddf7 · inbound

A Unified Hyperparameter Optimization Pipeline for Transformer-Based Time Series Forecasting Models cites this paper.

A Unified Hyperparameter Optimization Pipeline for Transformer-Based Time Series Forecasting Models Training Tips for the Transformer Model

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-08-10T22:32:03.995867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T22:32:03.602833Z digest=sha256:a72aa12d2d34dbeb99f351022bbfe7fb80bc9658df86ce265fdeadd2bffd0d80