Paper Citation Record · LEDGER

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword?

As of 23 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 2 inbound Pith citation observations for arXiv:2411.11401.

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

pith.paper-citation-record.v1
2411.11401 v3

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T18:37:21.172878Z

measured 69 of 69 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:05:21.048185Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T11:35:18.604523Z

Reference resolution

67 of 67 outbound references displayed

verified exact0
verified fuzzy57
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9ceb8904-d4ff-4d9c-b11e-3a4ff7832352 · outbound

This paper cites Modern code review: A case study at google,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Modern code review: A case study at google,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:23.090846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d848446e-4f6e-4546-a637-9b0bebd7ffbe · outbound

This paper cites Expectations, outcomes, and challenges of modern code review,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Expectations, outcomes, and challenges of modern code review,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:23.065792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5bcda79e-7202-4589-9850-d284af4e8073 · outbound

This paper cites Do code review practices impact design quality? a case study of the qt, vtk, and itk projects,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Do code review practices impact design quality? a case study of the qt, vtk, and itk projects,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:23.042874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4e6fb826-4507-4f29-b13d-f3d48c7ba20f · outbound

This paper cites Four eyes are better than two: On the impact of code reviews on software quality,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Four eyes are better than two: On the impact of code reviews on software quality,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:23.017399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a7237a4a-8029-4aa7-b82b-160c89eafb7e · outbound

This paper cites The impact of code review coverage and code review participation on software quality: A case study of the qt, vtk, and itk projects,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? The impact of code review coverage and code review participation on software quality: A case study of the qt, vtk, and itk projects,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.978699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 277cf9b0-745c-4101-8988-a1e006133da1 · outbound

This paper cites Impact of peer code review on peer impres- sion formation: A survey,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Impact of peer code review on peer impres- sion formation: A survey,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.942540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 22f3be82-c44e-4881-ad93-dfa2453bc7a7 · outbound

This paper cites Reducing human effort and improving quality in peer code reviews using automatic static analysis and reviewer recommenda- tion,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Reducing human effort and improving quality in peer code reviews using automatic static analysis and reviewer recommenda- tion,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T18:37:20.668474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15f28eb7-607d-4d48-81ba-c5a3fa78991a · outbound

This paper cites Who should review my code? a file location- based code-reviewer recommendation approach for modern code re- view,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Who should review my code? a file location- based code-reviewer recommendation approach for modern code re- view,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.904695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b7738636-6c9a-42c0-9594-7c80934081d2 · outbound

This paper cites Who should review this change?: Putting text and file location analyses together for more accurate recommendations,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Who should review this change?: Putting text and file location analyses together for more accurate recommendations,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.880716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2afa3e7c-1d10-4481-b002-5be3d9f73fa0 · outbound

This paper cites Search-based peer reviewers recommendation in modern code review,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Search-based peer reviewers recommendation in modern code review,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.864137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5c4940db-2ce3-4d71-86b4-6ba0efc9dca7 · outbound

This paper cites Predicting defectiveness of software patches,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Predicting defectiveness of software patches,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.844399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d93d8c2e-c818-4f3a-9381-6ba3a0ad8c5b · outbound

This paper cites Using stack overflow content to assist in code review,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Using stack overflow content to assist in code review,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.819249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d3e6aa60-a943-45b4-b807-f4a9ab5131f3 · outbound

This paper cites Assess- ing mcr discussion usefulness using semantic similarity,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Assess- ing mcr discussion usefulness using semantic similarity,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.798507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7777bbf6-c20c-4905-9e05-cb624d6fcac6 · outbound

This paper cites Predicting usefulness of code review comments using textual features and developer experience,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Predicting usefulness of code review comments using textual features and developer experience,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T18:37:20.730119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94fbc545-2c33-4bf4-8569-39d5bd9062ff · outbound

This paper cites Automating code review activities by large-scale pre-training,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Automating code review activities by large-scale pre-training,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.757745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5ef7ab9a-8be6-44c0-b892-5dba003c8845 · outbound

This paper cites Using pre-trained models to boost code review au- tomation,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Using pre-trained models to boost code review au- tomation,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.731767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ed3a4dfc-c0f8-4c25-9c10-87ace3688027 · outbound

This paper cites Auger: automatically generating review comments with pre-training models,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Auger: automatically generating review comments with pre-training models,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T18:37:20.751942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a03ca58-c30e-4fbe-8e76-03953bdffd1c · outbound

This paper cites Unveiling chatgpt’s usage in open source projects: A mining-based study,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Unveiling chatgpt’s usage in open source projects: A mining-based study,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.679636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5203a298-4871-4d7f-ad1b-a3ec75f9769a · outbound

This paper cites Make llm a testing expert: Bringing human-like interac- tion to mobile gui testing via functionality-aware decisions,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Make llm a testing expert: Bringing human-like interac- tion to mobile gui testing via functionality-aware decisions,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.644568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3d1548ed-9ee0-4d41-8cf3-079df28f6b0f · outbound

This paper cites Llmparser: An exploratory study on using large language models for log parsing,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Llmparser: An exploratory study on using large language models for log parsing,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.612861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 79cbd12b-5ee0-4b08-86bd-8c4b42440ba8 · outbound

This paper cites Unilog: Automatic logging via llm and in-context learning,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Unilog: Automatic logging via llm and in-context learning,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.587041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9834f55b-af8e-4fca-91e7-a15107d61ea8 · outbound

This paper cites Using an llm to help with code understanding,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Using an llm to help with code understanding,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.562704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a0a9e4dd-455e-4418-b31e-f521133df547 · outbound

This paper cites What types of defects are really dis- covered in code reviews?.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? What types of defects are really dis- covered in code reviews?

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.538579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5b3e58c7-8ad5-4547-bfce-81d5e72a632d · outbound

This paper cites ChatGPT,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? ChatGPT,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.507341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2ae6e93c-f776-4bfc-b080-de59e0f2d961 · outbound

This paper cites Replication package,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Replication package,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.486116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2dd7bcf6-8fef-4754-a29b-e4160dfa24b0 · outbound

This paper cites AI-Assisted Assessment of Coding Practices in Modern Code Review.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? AI-Assisted Assessment of Coding Practices in Modern Code Review

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T18:37:20.828547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb4da2e9-5053-48b6-a36e-737b68ad12a3 · outbound

This paper cites Convenience sampling,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Convenience sampling,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.467635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9f9bdeaf-4d73-4374-8182-b54db869496a · outbound

This paper cites Population research: convenience sampling strategies,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Population research: convenience sampling strategies,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.449496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ba3cbe34-e157-46da-99ef-f1de8072cd7f · outbound

This paper cites Rosetta Code,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Rosetta Code,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.423422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 888c0603-f59b-4376-9c7b-9af65ee91c1f · outbound

This paper cites Apache Commons Lang,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Apache Commons Lang,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.406270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3ffe8c2c-8c94-4909-80cd-99715a9a3d41 · outbound

This paper cites What hap- pens in my code reviews? an investigation on automatically classifying review changes,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? What hap- pens in my code reviews? an investigation on automatically classifying review changes,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-12T18:37:20.869112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c3c1671-d0c6-4dff-b68e-b3ba009fe56f · outbound

This paper cites Remote Development - Visual Studio Marketplace,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Remote Development - Visual Studio Marketplace,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.376870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9e855c02-7d3b-46fb-b095-7e159ef95e54 · outbound

This paper cites Extension Pack for Java - Visual Studio Marketplace,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Extension Pack for Java - Visual Studio Marketplace,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.358570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d29c141e-f4a3-40f5-92a7-b36e220fabed · outbound

This paper cites Python - Visual Studio Marketplace,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Python - Visual Studio Marketplace,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.341475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c43da064-a9c7-4e45-8514-0918909eb9aa · outbound

This paper cites Code Review - Visual Studio Marketplace,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Code Review - Visual Studio Marketplace,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.325404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e5fc2da4-34af-443c-87f2-052a01199be1 · outbound

This paper cites Tako - Visual Studio Marketplace,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Tako - Visual Studio Marketplace,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.306743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 49df376c-f028-4dd0-94ff-f8fc12066615 · outbound

This paper cites I know what you did last summer: an investigation of how developers spend their time,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? I know what you did last summer: an investigation of how developers spend their time,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.286866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9512c096-c40a-4f79-93ab-fe54d6848bf0 · outbound

This paper cites Hughes and D.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Hughes and D

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.268845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a4653126-0def-4489-b58c-3efa504f343a · outbound

This paper cites Multiple comparisons among means,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Multiple comparisons among means,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.246185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 44d12a69-fc68-4e83-bbc5-958796f047e8 · outbound

This paper cites Controlling the false discovery rate: A practical and powerful approach to multiple testing,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Controlling the false discovery rate: A practical and powerful approach to multiple testing,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.220509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f53b8adf-987a-4d9f-82f4-62d693c912e4 · outbound

This paper cites Cohen, Statistical power analysis for the behavioral sciences.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Cohen, Statistical power analysis for the behavioral sciences

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.198117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d848bc5b-699a-4a89-8ff0-c5f001d086b1 · outbound

This paper cites Individual comparisons by ranking methods,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Individual comparisons by ranking methods,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-12T18:37:20.983217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd4171e1-cf64-472f-89a5-0e0027a7fd8e · outbound

This paper cites an unresolved cited work.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-12T18:37:20.990779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8231fffe-ae21-4e2c-b7c0-d558204f57c5 · outbound

This paper cites Few-shot training llms for project-specific code-summarization,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Few-shot training llms for project-specific code-summarization,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.146409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 81ef4a19-7adc-4cd0-89de-cc3ed6094d20 · outbound

This paper cites Correct: Code reviewer recommendation in github based on cross-project and technology expe- rience,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Correct: Code reviewer recommendation in github based on cross-project and technology expe- rience,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.117501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation eeefe610-84c5-490f-95dc-64dd912e15e6 · outbound

This paper cites Automatically recommending peer reviewers in modern code review,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Automatically recommending peer reviewers in modern code review,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.098435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b2760a3e-c1f9-44ad-9fac-95f4c4907040 · outbound

This paper cites Whodo: Automating reviewer suggestions at scale,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Whodo: Automating reviewer suggestions at scale,

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-12T18:37:21.018489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11aba667-86b0-4c08-a01d-a35ccf1ec979 · outbound

This paper cites Who should make decision on this pull request? analyzing time-decaying relationships and file similarities for integrator prediction,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Who should make decision on this pull request? analyzing time-decaying relationships and file similarities for integrator prediction,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.078074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 30b0c4be-173b-4037-a657-5ca130b19e02 · outbound

This paper cites Mitigating turnover with code review recommendation: Balancing expertise, workload, and knowledge distribution,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Mitigating turnover with code review recommendation: Balancing expertise, workload, and knowledge distribution,

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-12T18:37:21.031543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 147fbf03-0a58-4bda-897e-e85f4db6cd10 · outbound

This paper cites Using a context- aware approach to recommend code reviewers: findings from an indus- trial case study,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Using a context- aware approach to recommend code reviewers: findings from an indus- trial case study,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.059887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 008fa613-c581-4f52-a1dd-807416da5faa · outbound

This paper cites Corms: A github and gerrit based hybrid code reviewer recommendation approach for modern code review,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Corms: A github and gerrit based hybrid code reviewer recommendation approach for modern code review,

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-12T18:37:21.046115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c74b4bc-c44b-4866-a5fe-fb85791c36c6 · outbound

This paper cites Senticr: a customized sentiment analysis tool for code review interactions,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Senticr: a customized sentiment analysis tool for code review interactions,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.038322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 878575ce-291e-4362-a0a0-a74de644ab36 · outbound

This paper cites Predicting developers’ negative feelings about code review,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Predicting developers’ negative feelings about code review,

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:22.016478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0475cbd6-5b14-41d4-9c02-2cd5ecfb32cd · outbound

This paper cites Using a balanced scorecard to identify opportunities to improve code review effectiveness: An industrial experience report,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Using a balanced scorecard to identify opportunities to improve code review effectiveness: An industrial experience report,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:21.993649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation dda09ab6-ec74-4f71-94f7-09d0ecd6a6fd · outbound

This paper cites Com- mentfinder: a simpler, faster, more accurate code review comments recommendation,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Com- mentfinder: a simpler, faster, more accurate code review comments recommendation,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:21.975071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b7fad0b7-9446-4849-ae08-fa5c72e7c1aa · outbound

This paper cites Review4repair: Code review aided automatic program repairing,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Review4repair: Code review aided automatic program repairing,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:21.953405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5568df60-6a49-4937-b04e-d7dc04bf94da · outbound

This paper cites Towards automating code review activities,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Towards automating code review activities,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:21.932566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0138495b-b89e-49fd-9096-6992380d4774 · outbound

This paper cites Code review automation: Strengths and weaknesses of the state of the art,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Code review automation: Strengths and weaknesses of the state of the art,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:21.914498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0fc6d0c5-9105-438d-9e5b-8d169853fdfa · outbound

This paper cites An experimental evaluation of an experience-based capture-recapturemethod in software code inspec- tions,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? An experimental evaluation of an experience-based capture-recapturemethod in software code inspec- tions,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:21.891233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a8ffc282-ee43-4457-b553-8dba32b5ce3c · outbound

This paper cites Partitioning composite code changes to facilitate code review,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Partitioning composite code changes to facilitate code review,

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:21.871086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ee7d719d-af6f-418e-afa7-d27ebea4febb · outbound

This paper cites Interactive code review for systematic changes,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Interactive code review for systematic changes,

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:21.850298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 442b04f5-e3b8-472b-b4b0-b94786c4cc04 · outbound

This paper cites Impact of gamification on code review process: An experimental study,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Impact of gamification on code review process: An experimental study,

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:21.831715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation af933776-65dc-4f0e-8b4b-183efee42e73 · outbound

This paper cites Cldiff: generating concise linked code differences,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Cldiff: generating concise linked code differences,

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:21.807145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8c7d6ccd-b163-4b7a-8f68-3738b12a723f · outbound

This paper cites Salient-class location: help developers understand code change in code review,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Salient-class location: help developers understand code change in code review,

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:21.783155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7a09df6c-0572-46f6-b350-44a54591503f · outbound

This paper cites Aiding code change understand- ing with semantic change impact analysis,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Aiding code change understand- ing with semantic change impact analysis,

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:21.764552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e17c4682-29bf-40b3-a76a-88f9e1105d38 · outbound

This paper cites Primers or reminders? the effects of existing review comments on code review,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? Primers or reminders? the effects of existing review comments on code review,

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:21.746123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 442dc4b5-e9d3-4d78-907d-7fd53a6f619c · outbound

This paper cites First come first served: the impact of file position on code review,.

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword? First come first served: the impact of file position on code review,

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:37:21.725736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

Observation 1761baef-4f25-4ef5-9973-190ae31b104c · inbound

Rethinking Code Review Workflows with LLM Assistance: An Empirical Study cites this paper.

Rethinking Code Review Workflows with LLM Assistance: An Empirical Study Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword?

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T15:05:21.048185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e57cba60-3618-4ce4-a49e-9a283961c799 · inbound

Prompt-Driven Code Summarization: A Systematic Literature Review cites this paper.

Prompt-Driven Code Summarization: A Systematic Literature Review Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword?

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-10T11:35:18.606044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.