Pith. sign in

Paper Citation Record · LEDGER

Bias and Fairness in Chatbots: An Overview

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2309.08836.

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

pith.paper-citation-record.v1
2309.08836 v2

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 2026-08-10T22:37:26.898713Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T11:17:08.737649Z

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 9015827c-c4a3-4f7d-978b-ff183d9e36c3 · inbound

TrustLLM: Trustworthiness in Large Language Models cites this paper.

TrustLLM: Trustworthiness in Large Language Models Bias and Fairness in Chatbots: An Overview

Reference 257

Resolution
verified exact
arxiv_id, observed 2026-05-18T11:17:08.740670Z

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=2026-05-18T11:17:08.108565Z digest=sha256:f4198134cc42a15fdfcbd356f0bc5af37d6c05650ce8012bee85b1d8bbc7039b

Observation 21ba5501-b395-4e30-8c6d-ef50b77eada0 · inbound

Toward Inclusive Educational AI: Auditing Frontier LLMs through a Multiplexity Lens cites this paper.

Toward Inclusive Educational AI: Auditing Frontier LLMs through a Multiplexity Lens Bias and Fairness in Chatbots: An Overview

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-10T22:37:26.898713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:37:26.898713Z digest=sha256:616682fdf28e4e2dedc8aaf5adb6ece199abd7978bebcd6ab5ee5922ebc4fa48

Observation b603c67e-91c0-4dc8-88a8-46e045688b3d · inbound

When Harry Meets Superman: The Role of The Interlocutor in Persona-Based Dialogue Generation cites this paper.

When Harry Meets Superman: The Role of The Interlocutor in Persona-Based Dialogue Generation Bias and Fairness in Chatbots: An Overview

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T12:35:34.006581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:35:34.006581Z digest=sha256:296f2355889d821c19d3f26272325a3ef1137c67b493a57a749dbd8bf67ca653