Paper Citation Record · LEDGER

Dynamic Scaling of Unit Tests for Code Reward Modeling

As of 13 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 7 inbound Pith citation observations for arXiv:2501.01054.

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

pith.paper-citation-record.v1
2501.01054 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:41:23.874231Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:58:21.149056Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T20:00:08.058562Z

Reference resolution

24 of 24 outbound references displayed

verified exact0
verified fuzzy4
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a69a631d-c8f7-4391-8536-39b4f70947dd · outbound

This paper cites an unresolved cited work.

Dynamic Scaling of Unit Tests for Code Reward Modeling Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:41:24.240574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6dd70b1d-dfde-42b6-9165-228390fbaa2b · outbound

This paper cites an unresolved cited work.

Dynamic Scaling of Unit Tests for Code Reward Modeling Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:41:24.208575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5b89c6c0-c579-46bc-9fe1-557cbe16fe8d · outbound

This paper cites an unresolved cited work.

Dynamic Scaling of Unit Tests for Code Reward Modeling Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:41:24.177882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f6399aad-4660-4058-924d-998b0f441b74 · outbound

This paper cites In Findings of the Association for Computational Linguistics: ACL 2024, pages 12834–12859, Bangkok, Thailand.

Dynamic Scaling of Unit Tests for Code Reward Modeling In Findings of the Association for Computational Linguistics: ACL 2024, pages 12834–12859, Bangkok, Thailand

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:41:24.257170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 30a6c8a5-0328-4d94-aef0-417f52b37013 · outbound

This paper cites an unresolved cited work.

Dynamic Scaling of Unit Tests for Code Reward Modeling Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:41:24.114377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0ac4ba13-2ef9-48b7-9ea3-4126e7723abb · outbound

This paper cites an unresolved cited work.

Dynamic Scaling of Unit Tests for Code Reward Modeling Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:41:24.224482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b919a55f-0ac3-4031-ba62-248f7e74a5e3 · outbound

This paper cites an unresolved cited work.

Dynamic Scaling of Unit Tests for Code Reward Modeling Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:41:24.049717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5c00b9ea-7a92-4e0a-b199-ad20985da531 · outbound

This paper cites an unresolved cited work.

Dynamic Scaling of Unit Tests for Code Reward Modeling Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:41:24.192432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ece3a3e6-5ab8-4da0-8faa-a5cb27714f67 · outbound

This paper cites an unresolved cited work.

Dynamic Scaling of Unit Tests for Code Reward Modeling Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:41:23.983271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 033c72c8-11b5-4e08-9933-76e88c538e9c · outbound

This paper cites an unresolved cited work.

Dynamic Scaling of Unit Tests for Code Reward Modeling Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:41:24.163355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 47a52280-39e5-4e4b-869a-dcb84d09bdc9 · outbound

This paper cites an unresolved cited work.

Dynamic Scaling of Unit Tests for Code Reward Modeling Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:41:24.147930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9bd73738-3acf-4e37-9f57-cc4e2922eea6 · outbound

This paper cites an unresolved cited work.

Dynamic Scaling of Unit Tests for Code Reward Modeling Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:41:24.131149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a08901f9-702f-4150-9719-15a35c0ec0d3 · outbound

This paper cites an unresolved cited work.

Dynamic Scaling of Unit Tests for Code Reward Modeling Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:41:24.096648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c1e7bbe7-1297-466d-b4e7-11394abf6880 · outbound

This paper cites an unresolved cited work.

Dynamic Scaling of Unit Tests for Code Reward Modeling Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:41:24.079920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a08c937b-a4c5-4565-8522-1fa23f16aa17 · outbound

This paper cites an unresolved cited work.

Dynamic Scaling of Unit Tests for Code Reward Modeling Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:41:24.063971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7b97639c-2ee2-4888-aa76-db17a6b44ab9 · outbound

This paper cites an unresolved cited work.

Dynamic Scaling of Unit Tests for Code Reward Modeling Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:41:24.034443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2f6630ad-dab4-46eb-ac50-ec1b96d03258 · outbound

This paper cites an unresolved cited work.

Dynamic Scaling of Unit Tests for Code Reward Modeling Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:41:24.018339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 37baec4a-d742-4021-a79d-58c37ba2d23f · outbound

This paper cites an unresolved cited work.

Dynamic Scaling of Unit Tests for Code Reward Modeling Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:41:23.999815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 97488404-269c-44ab-9c97-ce3f4ae60cd0 · outbound

This paper cites an unresolved cited work.

Dynamic Scaling of Unit Tests for Code Reward Modeling Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:41:23.966928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a412dfed-1210-48fe-901e-3fbb763df31e · outbound

This paper cites an unresolved cited work.

Dynamic Scaling of Unit Tests for Code Reward Modeling Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:41:23.950622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3dc5a2e8-ae22-42c3-944f-57d1d969a0ac · outbound

This paper cites "" Test a scenario where the expected return should be positive. This happens when the vega * (delta_iv - rv) is greater than the premium.

Dynamic Scaling of Unit Tests for Code Reward Modeling "" Test a scenario where the expected return should be positive. This happens when the vega * (delta_iv - rv) is greater than the premium

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:41:23.933120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3a408d3c-3807-48ee-98dd-72ec5f9c228a · outbound

This paper cites In 2013 28th IEEE/ACM International Conference on Automated Software Engineering (ASE), pages 246– 256.

Dynamic Scaling of Unit Tests for Code Reward Modeling In 2013 28th IEEE/ACM International Conference on Automated Software Engineering (ASE), pages 246– 256

Reference 2013

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:41:24.273786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6225e2a3-8332-4043-95de-4d6745a5ba7c · outbound

This paper cites Science, 378(6624):1092–1097.

Dynamic Scaling of Unit Tests for Code Reward Modeling Science, 378(6624):1092–1097

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:41:24.291230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 23dd37b6-b9ca-40ba-8998-b248803f849c · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

Dynamic Scaling of Unit Tests for Code Reward Modeling Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-10T22:41:23.767756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 84b9264b-c576-4528-a241-1364b2994085 · inbound

Rethinking Verification for LLM Code Generation: From Generation to Testing cites this paper.

Rethinking Verification for LLM Code Generation: From Generation to Testing Dynamic Scaling of Unit Tests for Code Reward Modeling

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T18:58:21.149056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 850276c9-9a5e-41cd-9a3f-d2a0fa8819d1 · inbound

An Iterative Test-and-Repair Framework for Competitive Code Generation cites this paper.

An Iterative Test-and-Repair Framework for Competitive Code Generation Dynamic Scaling of Unit Tests for Code Reward Modeling

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:35:48.537939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 47e21879-6d1a-4d68-96a2-258ff2cb9d64 · inbound

An Iterative Test-and-Repair Framework for Competitive Code Generation cites this paper.

An Iterative Test-and-Repair Framework for Competitive Code Generation Dynamic Scaling of Unit Tests for Code Reward Modeling

Reference 59

Resolution: unresolved; no resolver link, observed 2026-07-13T09:22:44.557413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9949d92e-248d-4035-9b16-23776c073b83 · inbound

When Should an AI Workflow Release? Always-Valid Inference for Black-Box Generate-Verify Systems cites this paper.

When Should an AI Workflow Release? Always-Valid Inference for Black-Box Generate-Verify Systems Dynamic Scaling of Unit Tests for Code Reward Modeling

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-14T19:02:50.313676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9537657a-78b9-4279-9c95-a3088aeb6cf6 · inbound

Self-Supervised On-Policy Distillation for Reasoning Language Models cites this paper.

Self-Supervised On-Policy Distillation for Reasoning Language Models Dynamic Scaling of Unit Tests for Code Reward Modeling

Reference 108

Resolution: verified exact; arxiv_id, observed 2026-05-20T14:43:22.251253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e012236e-f4f3-4a1f-9e6b-335b75414f3f · inbound

The Generalization Spectrum: A Chromatographic Approach to Evaluating Learning Algorithms cites this paper.

The Generalization Spectrum: A Chromatographic Approach to Evaluating Learning Algorithms Dynamic Scaling of Unit Tests for Code Reward Modeling

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-07-04T20:00:08.060181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 79a236f0-149a-4ad4-bd20-e77db61db259 · inbound

The Generalization Spectrum: A Chromatographic Approach to Evaluating Learning Algorithms cites this paper.

The Generalization Spectrum: A Chromatographic Approach to Evaluating Learning Algorithms Dynamic Scaling of Unit Tests for Code Reward Modeling

Reference 31

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T13:09:50.572279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.