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Paper Citation Record · LEDGER

Improving Diversity of Demographic Representation in Large Language Models via Collective-Critiques and Self-Voting

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2310.16523.

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

pith.paper-citation-record.v1
2310.16523 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 2026-08-05T20:06:13.921844Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T20:06:17.730747Z

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 886e5ae9-88ed-4991-99b0-557e074a0df1 · inbound

AI in Mental Health: Emotional and Sentiment Analysis of Large Language Models' Responses to Depression, Anxiety, and Stress Queries cites this paper.

AI in Mental Health: Emotional and Sentiment Analysis of Large Language Models' Responses to Depression, Anxiety, and Stress Queries Improving Diversity of Demographic Representation in Large Language Models via Collective-Critiques and Self-Voting

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-08-05T20:06:17.834092Z

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=2026-08-05T20:06:13.921844Z digest=sha256:116788149cd34530d2c994005641eaaf4d5ad189eca7d0c4dd3bb397272f6f83

Observation 279e52dc-a8fd-436d-8430-8855ff0be060 · inbound

GREAT: Generalizable Backdoor Attacks in RLHF via Emotion-Aware Trigger Synthesis cites this paper.

GREAT: Generalizable Backdoor Attacks in RLHF via Emotion-Aware Trigger Synthesis Improving Diversity of Demographic Representation in Large Language Models via Collective-Critiques and Self-Voting

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-04T10:40:00.088068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T10:40:00.088068Z digest=sha256:735acc6c0f8646b2934bf6d841dd9b91fdae9874ab9309dde312de05b30f2d78