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Paper Citation Record · LEDGER

Understanding the Interplay of Scale, Data, and Bias in Language Models: A Case Study with BERT

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2407.21058.

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

pith.paper-citation-record.v1
2407.21058 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 2026-08-13T06:32:02.005865+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T19:39:30.472648Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T17:43:04.499514Z

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 4023745a-e78b-4846-9323-d073ce359660 · inbound

A dataset of questions on decision-theoretic reasoning in Newcomb-like problems cites this paper.

A dataset of questions on decision-theoretic reasoning in Newcomb-like problems Understanding the Interplay of Scale, Data, and Bias in Language Models: A Case Study with BERT

Reference 2001

Resolution
unresolved
no resolver link, observed 2026-08-12T19:39:30.472648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:39:30.472648Z digest=sha256:b51f01979666eb2190ebffa8bc0e24f2e4bcef8a1108ca3ff2f070124cb93c19

Observation a7d6948b-141a-4210-ba8e-636e325c01e4 · inbound

Explicit vs. Implicit: Investigating Social Bias in Large Language Models through Self-Reflection cites this paper.

Explicit vs. Implicit: Investigating Social Bias in Large Language Models through Self-Reflection Understanding the Interplay of Scale, Data, and Bias in Language Models: A Case Study with BERT

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-10T22:18:05.620401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T22:18:05.620401Z digest=sha256:e6b4fe5c9b07eb0807230f844551ea63b2fcb937a4f8f59ef9a25f5b04f540c3

Observation feb63993-333e-4f27-ba47-aa99a83ad568 · inbound

Critical Acclaim Orientation in Large Language Models: Evidence from Film Preference Elicitation cites this paper.

Critical Acclaim Orientation in Large Language Models: Evidence from Film Preference Elicitation Understanding the Interplay of Scale, Data, and Bias in Language Models: A Case Study with BERT

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-08-10T17:43:04.504764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T17:43:03.323183Z digest=sha256:fef08d3cbba9b5b01fd58d4f955ff613afdfad1edcf56ffeeecd7e1c56094760