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Paper Citation Record · LEDGER

A Study of the Attention Abnormality in Trojaned BERTs

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2205.08305.

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

pith.paper-citation-record.v1
2205.08305 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 2026-08-11T06:34:44.6726+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T19:13:53.836189Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-17T22:02:08.622808Z

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 ad835b5c-aa18-45ef-88d4-e827176a409a · inbound

Credit Risk Identification in Supply Chains Using Generative Adversarial Networks cites this paper.

Credit Risk Identification in Supply Chains Using Generative Adversarial Networks A Study of the Attention Abnormality in Trojaned BERTs

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-10T19:13:53.836189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:13:53.836189Z digest=sha256:a2e297311c87cebd7d56762c0f7e91fa3e549d2ae7fb4f6c030a0234e32d110a

Observation bfd43c69-bec3-410e-a3a1-8d91b48713c3 · inbound

Uncovering and Aligning Anomalous Attention Heads to Defend Against NLP Backdoor Attacks cites this paper.

Uncovering and Aligning Anomalous Attention Heads to Defend Against NLP Backdoor Attacks A Study of the Attention Abnormality in Trojaned BERTs

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-17T22:02:08.624740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-17T22:01:09.858921Z digest=sha256:4598a2942d2c76b9424ee548901bc3be60b6218521f7c497826179571ae5f149