Pith. sign in

Paper Citation Record · LEDGER

MultiModal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision Language Models

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2303.12734.

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

pith.paper-citation-record.v1
2303.12734 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 2026-08-11T05:29:59.239310Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T23:38:37.270478Z

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 33f54880-c25f-47c1-9e05-50a924b7eb61 · inbound

VLBiasBench: A Comprehensive Benchmark for Evaluating Bias in Large Vision-Language Model cites this paper.

VLBiasBench: A Comprehensive Benchmark for Evaluating Bias in Large Vision-Language Model MultiModal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision Language Models

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-23T23:38:37.274024Z

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=pdf_text observed=2026-05-23T23:37:12.985780Z digest=sha256:eba9d14e2207cd46827980942d51b3e74efc79967b7c61adafdd2214644692e5

Observation 777b37ad-4c59-4df3-97bf-49295ac9ae34 · inbound

More is Less? A Simulation-Based Approach to Dynamic Interactions between Biases in Multimodal Models cites this paper.

More is Less? A Simulation-Based Approach to Dynamic Interactions between Biases in Multimodal Models MultiModal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision Language Models

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-11T05:29:59.239310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:29:59.239310Z digest=sha256:33e25a998803a4d25f7c89baa90f3f4e40ae767ef2384763012a09ed8d3ea6c1

Observation 80b6b942-9def-4e8e-8eec-94a5f3a3853e · inbound

Prototypicality Bias Reveals Blindspots in Multimodal Evaluation Metrics cites this paper.

Prototypicality Bias Reveals Blindspots in Multimodal Evaluation Metrics MultiModal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision Language Models

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-03T11:52:45.789197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T11:52:45.789197Z digest=sha256:1fddbc80dc01e1b88defef3a6369697fb476714e0d3fda2c8b16566896a27ec5