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Paper Citation Record · LEDGER

TASA: Deceiving Question Answering Models by Twin Answer Sentences Attack

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2210.15221.

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

pith.paper-citation-record.v1
2210.15221 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 2026-08-14T06:32:32.682623+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T18:28:55.999572Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-25T09:05:35.862036Z

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 06d2928c-c8aa-49b5-902b-70637aa54021 · inbound

MirrorCheck: Efficient Adversarial Defense for Vision-Language Models cites this paper.

MirrorCheck: Efficient Adversarial Defense for Vision-Language Models TASA: Deceiving Question Answering Models by Twin Answer Sentences Attack

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-25T09:05:35.865169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-05-25T09:03:31.136506Z digest=sha256:2acc8ef618203fb8cd656de2995f1b72055866053deb6701e37134848dc60456

Observation 0c74517e-34f7-4e73-ab85-b388273cba4f · inbound

Asking Again and Again: Exploring LLM Robustness to Repeated Questions cites this paper.

Asking Again and Again: Exploring LLM Robustness to Repeated Questions TASA: Deceiving Question Answering Models by Twin Answer Sentences Attack

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-11T18:28:55.999572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:28:55.999572Z digest=sha256:cab32507066e411cfa1ec446937faf1d903c411ac50625d332cea23ab1b817ae

Observation 5f2c3ffc-f350-41ea-9935-df696ddb5742 · inbound

Light as Deception: GPT-driven Natural Relighting Against Vision-Language Pre-training Models cites this paper.

Light as Deception: GPT-driven Natural Relighting Against Vision-Language Pre-training Models TASA: Deceiving Question Answering Models by Twin Answer Sentences Attack

Reference 2005

Resolution
unresolved
no resolver link, observed 2026-08-07T12:35:34.960220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:35:34.960220Z digest=sha256:95c6b832da90c636622ca01e432ac6e9b1b69f2e7f22f154798857afa7bd9a39