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Paper Citation Record · LEDGER

On The Impact of Merge Request Deviations on Code Review Practices

As of 7 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2506.08860.

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

pith.paper-citation-record.v1
2506.08860 v2

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:04:19.636121Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

48 of 48 outbound references displayed

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  • unresolved23
  • parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ee66bb46-0bb4-4686-85fc-ca0476a70b53 · outbound

This paper cites User’s guide to correlation coeffi - cients.

On The Impact of Merge Request Deviations on Code Review Practices User’s guide to correlation coeffi - cients

Reference 1

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Observation a59d6f5f-0291-43d2-ba3a-4d7b7cd1cd03 · outbound

This paper cites When pro- cess data quality affects the number of bugs: Correla - tions in software engineering datasets.

On The Impact of Merge Request Deviations on Code Review Practices When pro- cess data quality affects the number of bugs: Correla - tions in software engineering datasets

Reference 2

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Observation da57ecb9-62d1-4b2e-a605-ba445a309b26 · outbound

This paper cites Four eyes are bet- ter than two: On the impact of code reviews on software quality.

On The Impact of Merge Request Deviations on Code Review Practices Four eyes are bet- ter than two: On the impact of code reviews on software quality

Reference 3

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Observation 298a8754-f4ef-49f1-9c7f-c0a71525b43c · outbound

This paper cites Investigating technical and non - technical factors influencing modern code review.

On The Impact of Merge Request Deviations on Code Review Practices Investigating technical and non - technical factors influencing modern code review

Reference 4

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Observation f8d99eea-3691-43d0-a8d1-ce171b180b7b · outbound

This paper cites Modern code reviews in open - source projects: Which problems do they fix?.

On The Impact of Merge Request Deviations on Code Review Practices Modern code reviews in open - source projects: Which problems do they fix?

Reference 5

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Observation ad833478-c57c-4de4-baff-bce555c9f2fb · outbound

This paper cites Identifying software met- rics thresholds for safety critical system.

On The Impact of Merge Request Deviations on Code Review Practices Identifying software met- rics thresholds for safety critical system

Reference 6

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Observation 8ee62501-c8d7-4366-b88c-4178ae74bf1c · outbound

This paper cites Representative subset selection and outlier detection via isolation forest.

On The Impact of Merge Request Deviations on Code Review Practices Representative subset selection and outlier detection via isolation forest

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation c170158d-991e-4a76-a43d-02cca3a30829 · outbound

This paper cites Outlier detection using isolation forest and local outlier factor.

On The Impact of Merge Request Deviations on Code Review Practices Outlier detection using isolation forest and local outlier factor

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 7802fe8b-f070-4b24-9a7b-a324c14539b6 · outbound

This paper cites Learning to Predict Code Review Completion Time In Modern Code Review.

On The Impact of Merge Request Deviations on Code Review Practices Learning to Predict Code Review Completion Time In Modern Code Review

Reference 9

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Observation 302ab904-6184-43de-ace8-efe956f62820 · outbound

This paper cites Explaining mispredictions of ma - chine learning models using rule induction.

On The Impact of Merge Request Deviations on Code Review Practices Explaining mispredictions of ma - chine learning models using rule induction

Reference 10

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Observation 33ead311-b66a-41fa-a3f7-c7754e15f59f · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

On The Impact of Merge Request Deviations on Code Review Practices BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 11

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Observation 158a1628-e443-49f9-8d14-96a2c231d0ee · outbound

This paper cites Early prediction of merged code changes to prioritize reviewing tasks.

On The Impact of Merge Request Deviations on Code Review Practices Early prediction of merged code changes to prioritize reviewing tasks

Reference 12

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Observation d90417ce-c9e6-495d-b02c-2b89e5685cc6 · outbound

This paper cites Intelligent code reviews using deep learning.

On The Impact of Merge Request Deviations on Code Review Practices Intelligent code reviews using deep learning

Reference 13

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 698cdc98-aa3d-40c8-9412-8a6059a385a2 · outbound

This paper cites Understanding the Time to First Response In GitHub Pull Requests.

On The Impact of Merge Request Deviations on Code Review Practices Understanding the Time to First Response In GitHub Pull Requests

Reference 14

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Observation db649757-6e53-4eae-81b3-d338467f53b0 · outbound

This paper cites Early prediction for merged vs abandoned code changes in modern code reviews.

On The Impact of Merge Request Deviations on Code Review Practices Early prediction for merged vs abandoned code changes in modern code reviews

Reference 15

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Observation 01d9770a-d8cd-4eb4-99b8-db86dd33eb0b · outbound

This paper cites E ´ tude comparative de la distribution florale dans une portion des Alpes et des Jura.

On The Impact of Merge Request Deviations on Code Review Practices E ´ tude comparative de la distribution florale dans une portion des Alpes et des Jura

Reference 16

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 6baf1118-20c7-4754-b5a6-bd6fa2e35bc2 · outbound

This paper cites Will my patch make it? and how fast? case study on the linux kernel.

On The Impact of Merge Request Deviations on Code Review Practices Will my patch make it? and how fast? case study on the linux kernel

Reference 17

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Observation e80bcb5b-9331-4ed2-9b08-0975b00a0fea · outbound

This paper cites The Impact of Correlated Metrics on the Interpretation of Defect Prediction Models.

On The Impact of Merge Request Deviations on Code Review Practices The Impact of Correlated Metrics on the Interpretation of Defect Prediction Models

Reference 18

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Observation de147dd8-98fb-4b4e-9418-d02077c9493b · outbound

This paper cites Code review effectiveness: an empirical study on se - lected factors influence.

On The Impact of Merge Request Deviations on Code Review Practices Code review effectiveness: an empirical study on se - lected factors influence

Reference 19

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 4264c194-3327-45ce-b62e-fc15e1241320 · outbound

This paper cites On Wasted Contri - butions: Understanding the Dynamics of Contributor - Abandoned Pull Requests –A Mixed -Methods Study of 10 Large Open-Source Projects.

On The Impact of Merge Request Deviations on Code Review Practices On Wasted Contri - butions: Understanding the Dynamics of Contributor - Abandoned Pull Requests –A Mixed -Methods Study of 10 Large Open-Source Projects

Reference 20

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation d7cf0765-85c1-4569-a6e4-26161938acbc · outbound

This paper cites Do code review measures ex- plain the incidence of post -release defects? Case study replications and bayesian networks.

On The Impact of Merge Request Deviations on Code Review Practices Do code review measures ex- plain the incidence of post -release defects? Case study replications and bayesian networks

Reference 21

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 18bfd182-9231-4755-86ff-8cdf4c61b8d5 · outbound

This paper cites An empirical study of the characteris- tics of popular Minecraft mods.

On The Impact of Merge Request Deviations on Code Review Practices An empirical study of the characteris- tics of popular Minecraft mods

Reference 22

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Observation 511e0f87-7f40-4965-8e68-63f7bbae709a · outbound

This paper cites Redundancy, context, and preference: An empirical study of duplicate pull requests in OSS projects.

On The Impact of Merge Request Deviations on Code Review Practices Redundancy, context, and preference: An empirical study of duplicate pull requests in OSS projects

Reference 23

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Observation f9718276-e4f2-48de-8ec2-bec1d6f23bb2 · outbound

This paper cites Cupcleaner: A data cleaning approach for comment updating.

On The Impact of Merge Request Deviations on Code Review Practices Cupcleaner: A data cleaning approach for comment updating

Reference 24

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 8f9f1c03-b67c-481b-9d52-a432f3016b54 · outbound

This paper cites Too Noisy To Learn: Enhancing Data Quality for Code Review Comment Generation.

On The Impact of Merge Request Deviations on Code Review Practices Too Noisy To Learn: Enhancing Data Quality for Code Review Comment Generation

Reference 25

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation cf2bf5c1-87c5-4589-aace-d2ad63a45218 · outbound

This paper cites Nudge: Accelerating Overdue Pull Requests toward Completion.

On The Impact of Merge Request Deviations on Code Review Practices Nudge: Accelerating Overdue Pull Requests toward Completion

Reference 26

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Observation fa462f2a-76be-4378-98ce-791db7cbb573 · outbound

This paper cites An empirical study of the impact of modern code review practices on software quality.

On The Impact of Merge Request Deviations on Code Review Practices An empirical study of the impact of modern code review practices on software quality

Reference 27

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Observation c3b8669d-1c1a-4c05-ba19-7d34719a3be2 · 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.

On The Impact of Merge Request Deviations on Code Review Practices The impact of code review coverage and code review participation on software quality: A case study of the qt, vtk, and itk projects

Reference 28

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Observation 570fc409-fe30-4cdc-8242-f305afd11143 · outbound

This paper cites Patient classification as an outlier detection problem: an application of the one - class support vector machine.

On The Impact of Merge Request Deviations on Code Review Practices Patient classification as an outlier detection problem: an application of the one - class support vector machine

Reference 29

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Observation 24e5c0fe-45ea-4325-9af6-9c3f9eedade9 · outbound

This paper cites Automatic Categorization of GitHub Actions with Transformers and Few-shot Learn- ing.

On The Impact of Merge Request Deviations on Code Review Practices Automatic Categorization of GitHub Actions with Transformers and Few-shot Learn- ing

Reference 30

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Observation ea44f515-4bed-4a48-8a58-c127488bcb46 · outbound

This paper cites An empirical study on log level prediction for multi -component systems.

On The Impact of Merge Request Deviations on Code Review Practices An empirical study on log level prediction for multi -component systems

Reference 31

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 921ba732-aa70-4571-8df5-9ef02ed313b6 · outbound

This paper cites Impact of discretiza - tion noise of the dependent variable on machine learning classifiers in software engineering.

On The Impact of Merge Request Deviations on Code Review Practices Impact of discretiza - tion noise of the dependent variable on machine learning classifiers in software engineering

Reference 32

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Observation e61d2afc-13e9-49dd-99b7-56e7a71a5e95 · outbound

This paper cites The impact of feature importance methods on the interpretation of defect clas- sifiers.

On The Impact of Merge Request Deviations on Code Review Practices The impact of feature importance methods on the interpretation of defect clas- sifiers

Reference 33

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raw_fallback, observed 2026-08-07T05:04:20.058059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 1aca9fa0-e95a-4d9d-aad1-412909eb1a3c · outbound

This paper cites The impact of using regression models to build defect classifiers.

On The Impact of Merge Request Deviations on Code Review Practices The impact of using regression models to build defect classifiers

Reference 34

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Observation f2ccc047-1cd8-4f47-b1dd-a93a694d5670 · outbound

This paper cites Using machine intelligence to prioritise code review requests.

On The Impact of Merge Request Deviations on Code Review Practices Using machine intelligence to prioritise code review requests

Reference 35

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raw_fallback, observed 2026-08-07T05:04:20.033830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:04:19.579958Z digest=sha256:6e28183639eb6fba10a2be5ffef5f4507b20b3e4051628293f5ede68bd9ad69e

Observation 5c3d6214-e739-47a6-b5a0-e63e6e705d98 · outbound

This paper cites Leveraging Zero -Shot and Few - Shot Learning for Enhanced Sentiment and Require - ment Classification in Software Engineering.

On The Impact of Merge Request Deviations on Code Review Practices Leveraging Zero -Shot and Few - Shot Learning for Enhanced Sentiment and Require - ment Classification in Software Engineering

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:04:20.019250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:04:19.584395Z digest=sha256:3ccc7865338e4a4233ec6468368519c1f79de63468d3456d78d22c083a31f9be

Observation 4a2528c2-d518-479d-8473-6fef5b32dd15 · outbound

This paper cites An exploratory study on code attention in BERT.

On The Impact of Merge Request Deviations on Code Review Practices An exploratory study on code attention in BERT

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:04:20.003859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:04:19.588424Z digest=sha256:9cf3b80bde0e2173159830c6d5ecd3e91f1fb4b4d4b502760ad420d7a4206d7b

Observation cfe2f045-3c49-4c61-a2aa-d1c7fcae172c · outbound

This paper cites An experience report on defect modelling in practice: Pit - falls and challenges.

On The Impact of Merge Request Deviations on Code Review Practices An experience report on defect modelling in practice: Pit - falls and challenges

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T05:04:19.592540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:04:19.592540Z digest=sha256:aa9b77085a381e6ee06e44e261128033f44104c92054c6600305bf0bb149d119

Observation 105b0719-e6a3-4a93-ac42-9d42389957f3 · outbound

This paper cites An empirical compar- ison of model validation techniques for defect prediction models.

On The Impact of Merge Request Deviations on Code Review Practices An empirical compar- ison of model validation techniques for defect prediction models

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T05:04:19.596785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:04:19.596785Z digest=sha256:079f89c124c8c2a5236d9a7a9d3cd887252173dc6275f62818d9f121ba8c5923

Observation 052d66b1-eaac-4680-888b-4c072d93ab60 · outbound

This paper cites The impact of auto - mated parameter optimization on defect prediction mod- els.

On The Impact of Merge Request Deviations on Code Review Practices The impact of auto - mated parameter optimization on defect prediction mod- els

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T05:04:19.600849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:04:19.600849Z digest=sha256:e5366ce342e2ab02462fe27354994f12b2699fe029021b81d0b015a5309aa55e

Observation 4402acd1-dad4-476b-8207-8f5910db7505 · outbound

This paper cites Investigating code review practices in defective files: An empirical study of the qt system.

On The Impact of Merge Request Deviations on Code Review Practices Investigating code review practices in defective files: An empirical study of the qt system

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:04:19.961031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:04:19.605220Z digest=sha256:b4fc3c784fb51a7a769d0743043eca3f8d6f37f55b5060ccd52f2f013f3758e7

Observation 72ccc400-407b-49cc-a134-aa0bb84165c3 · outbound

This paper cites Review participation in modern code review: An empirical study of the android, Qt, and OpenStack projects.

On The Impact of Merge Request Deviations on Code Review Practices Review participation in modern code review: An empirical study of the android, Qt, and OpenStack projects

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T05:04:19.609453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:04:19.609453Z digest=sha256:3f3af829dcb6f3481f51ca7f8238fa9e4665233b6f710bc2bfa315687907674b

Observation 1f16a95f-f577-47d7-ae42-65f3053307b5 · outbound

This paper cites Towards automating code review activities.

On The Impact of Merge Request Deviations on Code Review Practices Towards automating code review activities

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T05:04:19.613627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:04:19.613627Z digest=sha256:703cd9b3d06dcf864020fbce2c621f737f030e452efea73c4bb7c3dcfc972fbf

Observation f80c6234-75a5-4f17-8ed7-f292b106d702 · outbound

This paper cites Efficient Few-Shot Learning Without Prompts.

On The Impact of Merge Request Deviations on Code Review Practices Efficient Few-Shot Learning Without Prompts

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T05:04:19.618270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:04:19.618270Z digest=sha256:1b9ff2320036984b5b7402aaba412f302ac1793a4108d9d57a094f4f876a552d

Observation bb7e6697-3a3c-46d8-9206-a63f181fd2f0 · outbound

This paper cites Large -scale intent analysis for identifying large - review-effort code changes.

On The Impact of Merge Request Deviations on Code Review Practices Large -scale intent analysis for identifying large - review-effort code changes

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T05:04:19.623199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:04:19.623199Z digest=sha256:622cfb282d156bf93cf2ea66fa254056d59075d3d2959dc43434e453c697c5ea

Observation 4d92091c-10c4-4841-83ec-9356ada43031 · outbound

This paper cites EvaCRC: Evaluating Code Review Comments.

On The Impact of Merge Request Deviations on Code Review Practices EvaCRC: Evaluating Code Review Comments

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:04:19.913906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:04:19.627628Z digest=sha256:737135ac0d2525d129d497ed61238cc7d71a693caf7070f809fa37fcdc817ade

Observation 168a8dfc-2131-433a-a260-ef4e3a40b1cd · outbound

This paper cites Automatic code review by learning the structure information of code graph.

On The Impact of Merge Request Deviations on Code Review Practices Automatic code review by learning the structure information of code graph

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:04:19.899191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:04:19.631956Z digest=sha256:6baf5f5ee4c11cdb3fd76c12c5e5867a48deb946837948f6c76e56e9d3b7a3f3

Observation 51d9c7ed-12f2-434a-9db1-985d32b3b554 · outbound

This paper cites Which Features are Learned by CodeBert: An Empirical Study of the BERT-based Source Code Representation Learning.

On The Impact of Merge Request Deviations on Code Review Practices Which Features are Learned by CodeBert: An Empirical Study of the BERT-based Source Code Representation Learning

Reference 48

Resolution
verified exact
local_arxiv, observed 2026-08-07T05:04:19.679425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:04:19.636121Z digest=sha256:f5063ebe35a84d75b5033f8821364431d2415d1cdc7f0b95a2846fbdf2123cdb

Pith citing papers

No inbound Pith citation observations are available.