Paper Citation Record · LEDGER

Uncertainty quantification in fine-tuned LLMs using LoRA ensembles

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2402.12264.

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

pith.paper-citation-record.v1
2402.12264 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T16:33:53.617541Z

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 8d25aa05-5e67-4586-9c6a-647adce23905 · inbound

Uncertainty-Aware Adaptation of Large Language Models for Protein-Protein Interaction Analysis cites this paper.

Uncertainty-Aware Adaptation of Large Language Models for Protein-Protein Interaction Analysis Uncertainty quantification in fine-tuned LLMs using LoRA ensembles

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-08T16:33:53.617541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83d9ff01-8294-471e-bfbf-cc7e039f0208 · inbound

TokUR: Token-Level Uncertainty Estimation for Large Language Model Reasoning cites this paper.

TokUR: Token-Level Uncertainty Estimation for Large Language Model Reasoning Uncertainty quantification in fine-tuned LLMs using LoRA ensembles

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-22T14:01:38.433213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f037a8fc-1ef2-457b-9f6b-07ae18cc217c · inbound

ChemAU: Harness the Reasoning of LLMs in Chemical Research with Adaptive Uncertainty Estimation cites this paper.

ChemAU: Harness the Reasoning of LLMs in Chemical Research with Adaptive Uncertainty Estimation Uncertainty quantification in fine-tuned LLMs using LoRA ensembles

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:44.989530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a4c187e-5c6c-4a98-9c82-14f8146df2af · inbound

The Alignment Auditor: A Bayesian Framework for Verifying and Refining LLM Objectives cites this paper.

The Alignment Auditor: A Bayesian Framework for Verifying and Refining LLM Objectives Uncertainty quantification in fine-tuned LLMs using LoRA ensembles

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T11:17:36.682867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6de94a8c-371d-4461-a0ae-62b752e0bd1e · inbound

Epistemic Uncertainty for Test-Time Discovery cites this paper.

Epistemic Uncertainty for Test-Time Discovery Uncertainty quantification in fine-tuned LLMs using LoRA ensembles

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:57:06.154719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f6c6c805-4361-4401-ae25-7cad83544b3c · inbound

Benchmarking and Improving Monitors for Out-Of-Distribution Alignment Failure in LLMs cites this paper.

Benchmarking and Improving Monitors for Out-Of-Distribution Alignment Failure in LLMs Uncertainty quantification in fine-tuned LLMs using LoRA ensembles

Reference 87

Resolution: verified exact; arxiv_id, observed 2026-05-22T09:41:21.411465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c2a4ce5d-6bd0-40da-aa75-75783ea9988f · inbound

The Origins of Stochasticity: Comprehensive Investigations on Uncertainty Quantification for Large Language Models cites this paper.

The Origins of Stochasticity: Comprehensive Investigations on Uncertainty Quantification for Large Language Models Uncertainty quantification in fine-tuned LLMs using LoRA ensembles

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-04T10:09:45.344765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fe75ab83-1668-4740-977c-e43369a9c179 · inbound

Bayesian Sparse Low-Rank Adaptation for Large Language Model Uncertainty Estimation cites this paper.

Bayesian Sparse Low-Rank Adaptation for Large Language Model Uncertainty Estimation Uncertainty quantification in fine-tuned LLMs using LoRA ensembles

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-07-03T17:08:42.880099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.