Paper Citation Record · LEDGER

Leveraging Uncertainty Estimation for Efficient LLM Routing

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2502.11021.

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

pith.paper-citation-record.v1
2502.11021 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 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 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:15:13.822890Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T16:17:08.823121Z

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 ff0bf8b5-1722-4f3e-9e34-e670a1feeac7 · inbound

Doing More with Less: A Survey on Routing Strategies for Resource Optimisation in Large Language Model-Based Systems cites this paper.

Doing More with Less: A Survey on Routing Strategies for Resource Optimisation in Large Language Model-Based Systems Leveraging Uncertainty Estimation for Efficient LLM Routing

Reference 109

Resolution: unresolved; no resolver link, observed 2026-08-09T19:10:53.944982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6739893d-ff97-475b-91e0-401f09fa0b41 · inbound

SpecRouter: Adaptive Routing for Multi-Level Speculative Decoding in Large Language Models cites this paper.

SpecRouter: Adaptive Routing for Multi-Level Speculative Decoding in Large Language Models Leveraging Uncertainty Estimation for Efficient LLM Routing

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-15T22:15:13.822890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f17b002d-6e7b-4e5f-afdc-560037bdd6b6 · inbound

CoE-Ops: Collaboration of LLM-based Experts for AIOps Question-Answering cites this paper.

CoE-Ops: Collaboration of LLM-based Experts for AIOps Question-Answering Leveraging Uncertainty Estimation for Efficient LLM Routing

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:39.669651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ade0ec9-2443-49a8-813e-9aa22f092dae · inbound

Balancing Information Accuracy and Response Timeliness in Networked LLMs cites this paper.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Leveraging Uncertainty Estimation for Efficient LLM Routing

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T05:12:30.208060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bd8e9d5-44b3-46e2-9d24-04caeee55b22 · inbound

Breaking the Mirror: Activation-Based Mitigation of Self-Preference in LLM Evaluators cites this paper.

Breaking the Mirror: Activation-Based Mitigation of Self-Preference in LLM Evaluators Leveraging Uncertainty Estimation for Efficient LLM Routing

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T10:51:44.510706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce2d17fc-8930-4b5d-90c8-52fae7c1952a · inbound

LaCy: What Small Language Models Can and Should Learn is Not Just a Question of Loss cites this paper.

LaCy: What Small Language Models Can and Should Learn is Not Just a Question of Loss Leveraging Uncertainty Estimation for Efficient LLM Routing

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T00:02:16.697994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd003406-8bfd-451b-811a-66fb74096ad6 · inbound

Walking Through Uncertainty: An Empirical Study of Uncertainty Estimation for Audio-Aware Large Language Models cites this paper.

Walking Through Uncertainty: An Empirical Study of Uncertainty Estimation for Audio-Aware Large Language Models Leveraging Uncertainty Estimation for Efficient LLM Routing

Reference 82

Resolution: verified exact; arxiv_id, observed 2026-05-12T00:41:26.414597Z

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.

Observation a1f18011-ad1d-415e-8d0f-de058fe0e20a · inbound

Zero-Shot Confidence Estimation for Small LLMs: When Supervised Baselines Aren't Worth Training cites this paper.

Zero-Shot Confidence Estimation for Small LLMs: When Supervised Baselines Aren't Worth Training Leveraging Uncertainty Estimation for Efficient LLM Routing

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:31:07.447745Z

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.

Observation 7860daa4-0723-4641-b308-f72bf718f122 · inbound

LatentRouter: Can We Choose the Right Multimodal Model Before Seeing Its Answer? cites this paper.

LatentRouter: Can We Choose the Right Multimodal Model Before Seeing Its Answer? Leveraging Uncertainty Estimation for Efficient LLM Routing

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:47:04.304135Z

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.

Observation fc88a5a1-698f-47a8-889e-44d9f86b13ef · inbound

From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing cites this paper.

From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing Leveraging Uncertainty Estimation for Efficient LLM Routing

Reference 121

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T16:17:08.824548Z

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.