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Paper Citation Record · LEDGER

Language Models Get a Gender Makeover: Mitigating Gender Bias with Few-Shot Data Interventions

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2306.04597.

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

pith.paper-citation-record.v1
2306.04597 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 2026-08-21T06:32:19.484+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T18:31:03.451133Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T18:31:03.707572Z

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 f6796b5a-c2c2-4b8b-b5cc-b4bd492fd50c · inbound

The Dual-use Dilemma in LLMs: Do Empowering Ethical Capacities Make a Degraded Utility? cites this paper.

The Dual-use Dilemma in LLMs: Do Empowering Ethical Capacities Make a Degraded Utility? Language Models Get a Gender Makeover: Mitigating Gender Bias with Few-Shot Data Interventions

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-08-10T18:31:03.712959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T18:31:03.451133Z digest=sha256:d82690a9c7f8696896de183c9102b845ce8434ead67c9ed99091448da623c1e9

Observation 8033e5c2-ab9a-4743-9fcb-142018c0069b · inbound

EQPO: Equitable Group Relative Policy Optimization for Clinical Reasoning cites this paper.

EQPO: Equitable Group Relative Policy Optimization for Clinical Reasoning Language Models Get a Gender Makeover: Mitigating Gender Bias with Few-Shot Data Interventions

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-04T08:38:30.738979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T08:38:30.738979Z digest=sha256:7bbb32eab3f9efe798fdea3d34cdb51dbe26673563032ad9f71e7f0e06d44a84