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Paper Citation Record · LEDGER

Aligning (Medical) LLMs for (Counterfactual) Fairness

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2408.12055.

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

pith.paper-citation-record.v1
2408.12055 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:09:13.943472Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 75e94cb8-0595-4dc0-980c-c2593823e2ed · inbound

Lookahead Counterfactual Fairness cites this paper.

Lookahead Counterfactual Fairness Aligning (Medical) LLMs for (Counterfactual) Fairness

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-12T04:50:17.835133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T04:50:17.835133Z digest=sha256:cbc114706b8e4cae8a97e3daf2691c29d21a3e11ca4760f6e0ef86bfd8ed5ea8

Observation d20252f0-0f2f-434e-a725-75e472a85be4 · inbound

ConTextual: Improving Clinical Text Summarization in LLMs with Context-preserving Token Filtering and Knowledge Graphs cites this paper.

ConTextual: Improving Clinical Text Summarization in LLMs with Context-preserving Token Filtering and Knowledge Graphs Aligning (Medical) LLMs for (Counterfactual) Fairness

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-16T11:09:13.943472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:09:13.943472Z digest=sha256:8ee9b2a75fbc86e2134cd999fe4c1c87e2823be2027a36287409f72c3af19c49

Observation 67efe732-a98d-4b42-8b90-6516a5dafc17 · inbound

HyMaTE: A Hybrid Mamba and Transformer Model for EHR Representation Learning cites this paper.

HyMaTE: A Hybrid Mamba and Transformer Model for EHR Representation Learning Aligning (Medical) LLMs for (Counterfactual) Fairness

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-04T14:41:59.429844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T14:41:59.429844Z digest=sha256:66a4b50f74963bc7f5518d2c61200129215ec0105aa8d687fa62c70be9103e46

Observation 12818ab2-5924-4ee9-9b35-082d850569a6 · inbound

CLR-voyance: Reinforcing Open-Ended Reasoning for Inpatient Clinical Decision Support with Outcome-Aware Rubrics cites this paper.

CLR-voyance: Reinforcing Open-Ended Reasoning for Inpatient Clinical Decision Support with Outcome-Aware Rubrics Aligning (Medical) LLMs for (Counterfactual) Fairness

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-12T06:11:23.470478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-05-12T04:32:16.930291Z digest=sha256:ccc1d672578d3dffff9f217cce1496fe2eeced07a0387138a63183c892b5df4c

Observation 892899ac-b2a6-42bd-8d10-c607ed1cbc9b · inbound

Afrispeech Semantics: Evaluating Audio Semantic Reasoning in Spoken Language Models Across Domains and Accents cites this paper.

Afrispeech Semantics: Evaluating Audio Semantic Reasoning in Spoken Language Models Across Domains and Accents Aligning (Medical) LLMs for (Counterfactual) Fairness

Reference 266

Resolution
verified exact
arxiv_id, observed 2026-06-30T22:15:05.651350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-06-30T22:11:44.891731Z digest=sha256:f1d8a5bd82aca2d5e99c774019ab8a7cc1de1441583924a162808dafa5ba7ffc