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Paper Citation Record · LEDGER

BERT vs GPT for financial engineering

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2405.12990.

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

pith.paper-citation-record.v1
2405.12990 v1

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 2026-08-20T06:33:59.587034+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:20:46.170061Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T17:40:00.710530Z

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 bced7d1c-c014-4276-b6ef-513e11f07e87 · inbound

Asset Pricing in Pre-trained Transformer cites this paper.

Asset Pricing in Pre-trained Transformer BERT vs GPT for financial engineering

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-16T04:20:46.170061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:20:46.170061Z digest=sha256:d71a88ba8df70fb6838547faa59d77ec2148b98eab9c9b86a369ec66e6ec2b98

Observation f8396d96-8bce-4f72-b213-8c1362cd27a8 · inbound

Scaling Laws for Task-Specific LLM Distillation cites this paper.

Scaling Laws for Task-Specific LLM Distillation BERT vs GPT for financial engineering

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-07-04T17:40:00.712448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-25T23:29:49.787477Z digest=sha256:e0d8ca09018d799a1187a3555f9b3a038bbd3960bc11aa3198b813c45dbe250d