Paper Citation Record · LEDGER

Uncertainty-aware Reward Model: Teaching Reward Models to Know What is Unknown

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2410.00847.

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

pith.paper-citation-record.v1
2410.00847 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 13 of 13 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 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:20:39.668066Z

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

0
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 3a96b802-7114-41b3-929f-8842b77fe6fc · inbound

Skywork-Reward: Bag of Tricks for Reward Modeling in LLMs cites this paper.

Skywork-Reward: Bag of Tricks for Reward Modeling in LLMs Uncertainty-aware Reward Model: Teaching Reward Models to Know What is Unknown

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-17T16:18:01.649108Z

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.

Observation bfb96da5-a6e1-454f-9a76-5ed920a99fc4 · inbound

Decision Flow Policy Optimization cites this paper.

Decision Flow Policy Optimization Uncertainty-aware Reward Model: Teaching Reward Models to Know What is Unknown

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T14:20:39.668066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f36f7cb-1e25-4f99-9ba8-6c51aac05e88 · inbound

Amulet: Putting Complex Multi-Turn Conversations on the Stand with LLM Juries cites this paper.

Amulet: Putting Complex Multi-Turn Conversations on the Stand with LLM Juries Uncertainty-aware Reward Model: Teaching Reward Models to Know What is Unknown

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T13:59:55.598978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21bd6289-0180-41c4-8cd2-23152b44ea54 · inbound

Test-Time Scaling with Repeated Sampling Improves Multilingual Text Generation cites this paper.

Test-Time Scaling with Repeated Sampling Improves Multilingual Text Generation Uncertainty-aware Reward Model: Teaching Reward Models to Know What is Unknown

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T13:22:42.998884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 902799f6-fb92-4983-98a6-59f7a3fff674 · inbound

Towards Reliable, Uncertainty-Aware Alignment cites this paper.

Towards Reliable, Uncertainty-Aware Alignment Uncertainty-aware Reward Model: Teaching Reward Models to Know What is Unknown

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T15:40:15.880022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73bda382-13c6-4c90-8b42-9ab188b7af6c · inbound

Post-Training Large Language Models via Reinforcement Learning from Self-Feedback cites this paper.

Post-Training Large Language Models via Reinforcement Learning from Self-Feedback Uncertainty-aware Reward Model: Teaching Reward Models to Know What is Unknown

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T12:17:53.971631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11f61d99-e7ed-46bd-9690-0283bd6cae50 · inbound

Uncertainty Propagation in LLM-Based Systems cites this paper.

Uncertainty Propagation in LLM-Based Systems Uncertainty-aware Reward Model: Teaching Reward Models to Know What is Unknown

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:16:20.165835Z

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.

Observation 5ed72434-0f99-4ea8-bfbd-fd3b2932c86e · inbound

Test-Time Personalization: A Diagnostic Framework and Probabilistic Fix for Scaling Failures cites this paper.

Test-Time Personalization: A Diagnostic Framework and Probabilistic Fix for Scaling Failures Uncertainty-aware Reward Model: Teaching Reward Models to Know What is Unknown

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-13T06:37:27.152112Z

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.

Observation 671935e5-6850-4189-85fc-f0ab8475c13a · inbound

Variance-aware Reward Modeling with Anchor Guidance cites this paper.

Variance-aware Reward Modeling with Anchor Guidance Uncertainty-aware Reward Model: Teaching Reward Models to Know What is Unknown

Reference 51

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T05:12:17.542302Z

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.

Observation 361b6382-5bf2-4435-8965-e6c977f5c9bc · inbound

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications cites this paper.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Uncertainty-aware Reward Model: Teaching Reward Models to Know What is Unknown

Reference 248

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:43:15.713244Z

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.

Observation 03aed5eb-fb96-49c5-929d-cde6b515c9ee · inbound

DriveReward: A Comprehensive Dataset and Generative Vision-Language Reward Model for Autonomous Driving cites this paper.

DriveReward: A Comprehensive Dataset and Generative Vision-Language Reward Model for Autonomous Driving Uncertainty-aware Reward Model: Teaching Reward Models to Know What is Unknown

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-07-02T22:27:25.525767Z

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.

Observation 844bd634-e661-417c-a104-7e262df5aa57 · inbound

DynaCF: Mitigating Shortcut Learning in Reward Models via Dynamic Counterfactual Sensitivity cites this paper.

DynaCF: Mitigating Shortcut Learning in Reward Models via Dynamic Counterfactual Sensitivity Uncertainty-aware Reward Model: Teaching Reward Models to Know What is Unknown

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-06-27T17:31:06.966411Z

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.

Observation 607f6be3-24da-466f-a1df-51fbdc437eac · inbound

CSPF: A Constrained Shared-Private Fusion Method for Non-Verifiable Preference Evaluation cites this paper.

CSPF: A Constrained Shared-Private Fusion Method for Non-Verifiable Preference Evaluation Uncertainty-aware Reward Model: Teaching Reward Models to Know What is Unknown

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T09:12:22.636028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.