Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T21:09:57.288909Z
Paper Citation Record · LEDGER
Teaching Code Refactoring Using LLMs
As of 17 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2508.09332.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
43 of 43 outbound references displayed
- verified exact0
- verified fuzzy36
- unresolved7
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation c41047fa-bdc4-4f79-94e3-2d70d8a6a4b0 · outbound
This paper cites A survey of software refactoring,.
Teaching Code Refactoring Using LLMs A survey of software refactoring,
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.749379Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation aada5ffb-30a1-4ae0-9cf1-3dc1a7a9f628 · outbound
This paper cites A comparative study of manual and automated refactorings,.
Teaching Code Refactoring Using LLMs A comparative study of manual and automated refactorings,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.742347Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3500748f-c393-4575-8bc0-bcb73d028db2 · outbound
This paper cites Peer review in programming courses: Benefits, implementations, and experiences,.
Teaching Code Refactoring Using LLMs Peer review in programming courses: Benefits, implementations, and experiences,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.735256Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a323952c-d600-4f60-a198-8df58a06ce59 · outbound
This paper cites How we refactor, and how we know it,.
Teaching Code Refactoring Using LLMs How we refactor, and how we know it,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.728651Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 537785c9-6c70-47b8-9edd-9a286835edc5 · outbound
This paper cites CodeRL: Mastering code generation through pretrained models and deep reinforcement learning,.
Teaching Code Refactoring Using LLMs CodeRL: Mastering code generation through pretrained models and deep reinforcement learning,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.722202Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2004cfad-b2ea-4c80-b063-a4fdd4526639 · outbound
This paper cites Fowler, K.
Teaching Code Refactoring Using LLMs Fowler, K
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.715899Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 16c6c5bf-9ae6-4f2a-b256-46ce8b59c6f4 · outbound
This paper cites Why we refactor? Confes- sions of GitHub contributors,.
Teaching Code Refactoring Using LLMs Why we refactor? Confes- sions of GitHub contributors,
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.708945Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ab4173fd-41c4-440e-8c5f-97f3122b8f60 · outbound
This paper cites Exploring the impact of inter-smell relations on software maintainability: An empirical study,.
Teaching Code Refactoring Using LLMs Exploring the impact of inter-smell relations on software maintainability: An empirical study,
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.703193Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 17a07ef2-810c-4d86-b887-7848b3d72db9 · outbound
This paper cites Do they really smell bad? A study on developers’ perception of bad code smells,.
Teaching Code Refactoring Using LLMs Do they really smell bad? A study on developers’ perception of bad code smells,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.696133Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 886e4061-9845-4482-bd31-ad8e83315750 · outbound
This paper cites Teaching object oriented modelling using concept maps,.
Teaching Code Refactoring Using LLMs Teaching object oriented modelling using concept maps,
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.688777Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fe078465-51bd-4831-aed6-3f271c6ca447 · outbound
This paper cites An empirical investigation on the use of automated refactoring tools,.
Teaching Code Refactoring Using LLMs An empirical investigation on the use of automated refactoring tools,
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.682561Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation dff617ae-4f41-4173-9569-0ea02aba2ce0 · outbound
This paper cites Preparing the next generation of software engineers to tackle cloud- based challenges,.
Teaching Code Refactoring Using LLMs Preparing the next generation of software engineers to tackle cloud- based challenges,
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.676179Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0b7efa04-7f07-4697-bbe3-6501433bb6b4 · outbound
This paper cites Work for us? An empirical study on student volunteers contributing to OSS projects,.
Teaching Code Refactoring Using LLMs Work for us? An empirical study on student volunteers contributing to OSS projects,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.669544Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 02aa87a2-1e17-4e99-93f3-a94838398235 · outbound
This paper cites JDeodorant: Iden- tification and removal of type-checking bad smells,.
Teaching Code Refactoring Using LLMs JDeodorant: Iden- tification and removal of type-checking bad smells,
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.662872Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation be71d799-0667-4e1f-b5eb-dc3a0b00f11b · outbound
This paper cites On the diffusion of test smells in automatically generated test code: An empirical study,.
Teaching Code Refactoring Using LLMs On the diffusion of test smells in automatically generated test code: An empirical study,
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.656794Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2b31705b-ebd6-4af9-baf6-334a38b9ba58 · outbound
This paper cites Evaluating Large Language Models Trained on Code.
Teaching Code Refactoring Using LLMs Evaluating Large Language Models Trained on Code
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:09:54.331700Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a4dc8804-a672-4dd1-bba7-9eb97096f814 · outbound
This paper cites An empirical study on learning bug-fixing patches in the wild via neural machine translation,.
Teaching Code Refactoring Using LLMs An empirical study on learning bug-fixing patches in the wild via neural machine translation,
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.649709Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a604f8c0-6a83-45da-b48c-f4c9fda06578 · outbound
This paper cites Pythia: AI- assisted code completion system,.
Teaching Code Refactoring Using LLMs Pythia: AI- assisted code completion system,
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.642864Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d8edbf6f-5fe4-49c9-9587-95c09c00d03a · outbound
This paper cites On the use of large language models for computer science education,.
Teaching Code Refactoring Using LLMs On the use of large language models for computer science education,
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.636341Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e7b6d2f3-55f1-4f66-adcf-1ef802b339ca · outbound
This paper cites Fakhoury, D.
Teaching Code Refactoring Using LLMs Fakhoury, D
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.629307Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation aa293d7f-be9a-47cb-81a6-3ac42fe194e6 · outbound
This paper cites an unresolved cited work.
Teaching Code Refactoring Using LLMs Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:09:57.622662Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 90b6591c-237e-40b0-938e-8cd9a179e717 · outbound
This paper cites Zhang, Y.
Teaching Code Refactoring Using LLMs Zhang, Y
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.615854Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e66fc305-d8aa-4011-b15f-e32dcac59f13 · outbound
This paper cites Zhang, Z.
Teaching Code Refactoring Using LLMs Zhang, Z
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.609737Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f2e7e16b-6641-4f86-820b-d7fee5f87772 · outbound
This paper cites Thinking like a developer? Comparing the attention of humans with neural models of code,.
Teaching Code Refactoring Using LLMs Thinking like a developer? Comparing the attention of humans with neural models of code,
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.602955Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9196169f-ad33-4446-96ec-4b0d5f1271da · outbound
This paper cites Refactoring vs Refuctoring Whitepaper,.
Teaching Code Refactoring Using LLMs Refactoring vs Refuctoring Whitepaper,
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.595851Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3cb4f36c-ab2a-4dfb-8538-e7d80b05a1d2 · outbound
This paper cites An Empirical Study on the Potential of LLMs in Automated Software Refactoring.
Teaching Code Refactoring Using LLMs An Empirical Study on the Potential of LLMs in Automated Software Refactoring
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:09:55.746914Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79103c4e-ed5a-4acf-882d-de1718262e5d · outbound
This paper cites How effective are neural networks for fixing security vulnerabilities,.
Teaching Code Refactoring Using LLMs How effective are neural networks for fixing security vulnerabilities,
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.589172Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ffc52115-5489-4ecb-bcd0-2736ef5437d8 · outbound
This paper cites An empirical study of pre-trained model-based code refactoring,.
Teaching Code Refactoring Using LLMs An empirical study of pre-trained model-based code refactoring,
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.582549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2fcf4b08-9b40-4d5b-8db5-727117095483 · outbound
This paper cites Can you explain what this class does step by step?.
Teaching Code Refactoring Using LLMs Can you explain what this class does step by step?
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.576215Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 45b91f22-018c-4592-8364-02c11c564501 · outbound
This paper cites What potential code smells do you see in this class?.
Teaching Code Refactoring Using LLMs What potential code smells do you see in this class?
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.569883Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation cd59a146-e35f-4114-8454-50b2980a4443 · outbound
This paper cites Refactor this class to improve readability and maintain- ability.
Teaching Code Refactoring Using LLMs Refactor this class to improve readability and maintain- ability
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.562699Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fbeac48f-2452-42cc-8a87-4d37b0d27beb · outbound
This paper cites Refactor this function gradually, explaining each step and ensuring correctness.
Teaching Code Refactoring Using LLMs Refactor this function gradually, explaining each step and ensuring correctness
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.555680Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c5c82d76-96ac-4cdd-9b11-5e3561398a63 · outbound
This paper cites Provide test cases to verify the correctness of the refac- tored class.
Teaching Code Refactoring Using LLMs Provide test cases to verify the correctness of the refac- tored class
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.548893Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1b79f1da-4bf0-4ebb-9cc0-c13c463f4c63 · outbound
This paper cites Here’s an example of a refactored method: [Exam- ple]. Now, refactor this method in a similar way: [Method to refactor].
Teaching Code Refactoring Using LLMs Here’s an example of a refactored method: [Exam- ple]. Now, refactor this method in a similar way: [Method to refactor]
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.541900Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9ffed83d-d0c0-41f6-bfe3-c2960b507fb6 · outbound
This paper cites Here are three examples of refactored methods: [Examples]. Using these as guidelines, refactor the following method: [Method to refactor].
Teaching Code Refactoring Using LLMs Here are three examples of refactored methods: [Examples]. Using these as guidelines, refactor the following method: [Method to refactor]
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.535506Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ffcb3b06-e868-499e-8ab7-24170c416ec7 · outbound
This paper cites an unresolved cited work.
Teaching Code Refactoring Using LLMs Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:09:57.528829Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c51dd764-f1bd-4e96-ae1f-bc51bffa14da · outbound
This paper cites an unresolved cited work.
Teaching Code Refactoring Using LLMs Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:09:57.522510Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 792043b1-796b-482d-b9ee-e191991aee7c · outbound
This paper cites an unresolved cited work.
Teaching Code Refactoring Using LLMs Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:09:57.515006Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 430054ed-9660-4304-94a2-2979f15e9e8f · outbound
This paper cites an unresolved cited work.
Teaching Code Refactoring Using LLMs Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:09:57.507825Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 933ebafc-281b-4aec-984e-445972ccd351 · outbound
This paper cites Now, start with step 1 for this method: [Method to refactor]” D.
Teaching Code Refactoring Using LLMs Now, start with step 1 for this method: [Method to refactor]” D
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.500970Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 85afd920-cb64-47d0-a5e8-fdca3a7131eb · outbound
This paper cites Refactor only one class/method at a time and explain why the change is needed.
Teaching Code Refactoring Using LLMs Refactor only one class/method at a time and explain why the change is needed
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.494126Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1b71512e-40a8-40e9-aaa7-29558ecc49ea · outbound
This paper cites How does this class fit into the larger project? Suggest improvements in that context.
Teaching Code Refactoring Using LLMs How does this class fit into the larger project? Suggest improvements in that context
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.482197Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f70a7afe-983d-45fb-b178-c74efb273d32 · outbound
This paper cites Modify this code to follow Ruby on Rails best prac- tices.
Teaching Code Refactoring Using LLMs Modify this code to follow Ruby on Rails best prac- tices
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:09:57.424207Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Pith citing papers
No inbound Pith citation observations are available.