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Paper Citation Record · LEDGER

Task Bias in Vision-Language Models

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2212.04412.

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

pith.paper-citation-record.v1
2212.04412 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 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:56:22.558215Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T00:49:19.261510Z

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 950e7d10-0b9b-48e0-8b71-d01cd5288f81 · inbound

Constrained Prompt Enhancement for Improving Zero-Shot Generalization of Vision-Language Models cites this paper.

Constrained Prompt Enhancement for Improving Zero-Shot Generalization of Vision-Language Models Task Bias in Vision-Language Models

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-05T16:56:22.558215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:56:22.558215Z digest=sha256:acd92209478fbbcfa1842365ff5da3ec13c7e8f1c384cbfe7dccfa90b1e44325

Observation 39dc97ab-cd15-4c86-b94d-147a7176662e · inbound

Language-Instructed Vision Embeddings for Controllable and Generalizable Perception cites this paper.

Language-Instructed Vision Embeddings for Controllable and Generalizable Perception Task Bias in Vision-Language Models

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-07-04T00:49:19.264204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-26T20:54:48.203293Z digest=sha256:b888267ae78523119a467bfc6a2cb4d80ef45722461036064d673b5377f85c05