Paper Citation Record · LEDGER

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings

As of 18 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2507.03536.

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

pith.paper-citation-record.v1
2507.03536 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:11:58.273930Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

32 of 32 outbound references displayed

verified exact0
verified fuzzy3
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ba146a7b-8fcf-4aea-8581-d4a06379ccb9 · outbound

This paper cites an unresolved cited work.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:11:58.633481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 340198b1-e877-450e-8e22-a990a165d969 · outbound

This paper cites an unresolved cited work.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:11:58.623881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 40f87d5e-3c6a-4f07-87e6-efd95c6183fb · outbound

This paper cites an unresolved cited work.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:11:58.614995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c41c9a8c-bda1-46da-aa03-430f386325de · outbound

This paper cites an unresolved cited work.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:11:58.605548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c436353b-da16-43df-975a-829728ea5c63 · outbound

This paper cites an unresolved cited work.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:11:58.596422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 37e4ff60-dda2-45e2-8d12-d17331db20cd · outbound

This paper cites an unresolved cited work.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:11:58.587370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 063c67c9-3d75-4b94-a62e-bc0511777eb6 · outbound

This paper cites an unresolved cited work.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:11:58.576769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f39d4806-a078-4a54-9f50-c618b5ab5bbc · outbound

This paper cites an unresolved cited work.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:11:58.566621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6501602f-f90f-4625-ad05-df5910c0346a · outbound

This paper cites an unresolved cited work.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:11:58.557308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f61deda6-3853-4552-a36a-5ffd32d7cc2f · outbound

This paper cites an unresolved cited work.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:11:58.548503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 71500d62-c08d-4d2d-8c6d-577d2ace91b0 · outbound

This paper cites an unresolved cited work.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:11:58.539118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b5ab5fed-edc3-4f5d-8d91-e25c66a2796f · outbound

This paper cites Le, David Lo, Nhat-Hoa Tran, Bui Quang-Huy, and Quyet-Thang Huynh.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Le, David Lo, Nhat-Hoa Tran, Bui Quang-Huy, and Quyet-Thang Huynh

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:11:58.529078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6c6a122e-ffd7-4305-b4c2-78dea8d2c3aa · outbound

This paper cites an unresolved cited work.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:11:58.517507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3a4ab815-2d9e-48bb-829e-0b5f3687f534 · outbound

This paper cites an unresolved cited work.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:11:58.506245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d66bf1b6-3c72-48a1-980f-a64214186200 · outbound

This paper cites an unresolved cited work.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:11:58.496064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 493de80b-401f-495a-afe9-1b0281313742 · outbound

This paper cites an unresolved cited work.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:11:58.485748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1339ef7b-3851-4d4c-9742-f8fc03d398a0 · outbound

This paper cites An Empirical Study on the Potential of LLMs in Automated Software Refactoring.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings An Empirical Study on the Potential of LLMs in Automated Software Refactoring

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T20:11:58.223096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d473dc91-207f-481d-9269-14bea2dd0258 · outbound

This paper cites an unresolved cited work.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:11:58.475350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2de6e935-651a-4404-809f-d17c1bc45c3c · outbound

This paper cites an unresolved cited work.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:11:58.464793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dc2e91f6-c180-46f2-b09c-0b2bfb8be7c1 · outbound

This paper cites Murphy-Hill and G.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Murphy-Hill and G

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:11:58.454744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 69ed8db2-d73a-4027-90d4-b8eaf709b55f · outbound

This paper cites How much does AI impact development speed? An enterprise-based randomized controlled trial.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings How much does AI impact development speed? An enterprise-based randomized controlled trial

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T20:11:58.236830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea6a5d85-a14a-405d-b68c-96c3270f208f · outbound

This paper cites an unresolved cited work.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:11:58.442838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 936587a7-d81d-41d3-bd4b-e476c09bec9a · outbound

This paper cites an unresolved cited work.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:11:58.431431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b5a6fa60-c882-4ea7-a60c-a0c6faf24bc5 · outbound

This paper cites an unresolved cited work.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:11:58.419476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8bb49a43-b7ed-4c9e-b675-5b1eb22191ee · outbound

This paper cites an unresolved cited work.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:11:58.408390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5222fc30-6d13-4d25-a76d-1c5ca19945e5 · outbound

This paper cites an unresolved cited work.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:11:58.397886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ca223247-04e7-419c-b34d-bae07f17bd77 · outbound

This paper cites an unresolved cited work.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:11:58.385066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a187bd50-5114-4be0-8574-78a778037cea · outbound

This paper cites an unresolved cited work.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:11:58.372690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1bb1bc33-0d9b-48df-8389-6a96a00c1f3d · outbound

This paper cites an unresolved cited work.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:11:58.361818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d46eaa83-0e50-4a73-b3bc-c10d3b50df1e · outbound

This paper cites an unresolved cited work.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:11:58.350884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 72d904a9-0b96-417e-b9de-f657cf3e24ac · outbound

This paper cites Hassan, and Shan- ping Li.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Hassan, and Shan- ping Li

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:11:58.339904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2401d73d-7fbb-4699-8e06-e4923a3a3527 · outbound

This paper cites an unresolved cited work.

ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:11:58.327577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.