Retrieval-Augmented Code Review Comment Generation | Paper Citation Record

Observation 9a17ca72-239d-4af6-a474-95e73883bceb · outbound

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

Retrieval-Augmented Code Review Comment Generation An empirical study of the impact of modern code review practices on software quality,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:09:02.945743Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b991ea3d-4bfc-46a5-96ce-3f5e27e751fc · outbound

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

Retrieval-Augmented Code Review Comment Generation What hap- pens in my code reviews? an investigation on automatically classifying review changes,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:09:02.720814Z

Source-reported events for the cited work

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Observation b9c6a69f-a8e1-4a13-8a4d-6bd04c896620 · outbound

This paper cites Reviewing rounds prediction for code patches,.

Retrieval-Augmented Code Review Comment Generation Reviewing rounds prediction for code patches,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:09:02.509815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 161b9ed9-9f48-40d1-87a4-f9c7a954c262 · outbound

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

Retrieval-Augmented Code Review Comment Generation Impact of peer code review on peer impres- sion formation: A survey,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:09:02.242294Z

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Observation d87accd8-d9f7-4d55-8bc0-29ae2b1e0e16 · outbound

This paper cites Where should i look at? recommending lines that reviewers should pay atten- tion to,.

Retrieval-Augmented Code Review Comment Generation Where should i look at? recommending lines that reviewers should pay atten- tion to,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:09:02.001286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 451a387b-7e01-4fcf-ada8-dadcd51eb315 · outbound

This paper cites Convergent contemporary software peer review practices,.

Retrieval-Augmented Code Review Comment Generation Convergent contemporary software peer review practices,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:09:01.722393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7b9f2b59-3656-45df-b1e4-8e5796222b58 · outbound

This paper cites On the naturalness of software,.

Retrieval-Augmented Code Review Comment Generation On the naturalness of software,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:47.650436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a728eca-d576-4912-87dd-89544af40d28 · outbound

This paper cites Towards automating code review activities,.

Retrieval-Augmented Code Review Comment Generation Towards automating code review activities,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:09:01.495075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8bcc2a17-5bf9-41cd-b5d9-993c99448f23 · outbound

This paper cites Using pre-trained models to boost code review automa- tion,.

Retrieval-Augmented Code Review Comment Generation Using pre-trained models to boost code review automa- tion,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:09:00.517760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 66462a1e-66e0-43f7-957e-c730b96ee6c3 · outbound

This paper cites Automating Code Review Activities by Large-Scale Pre-training.

Retrieval-Augmented Code Review Comment Generation Automating Code Review Activities by Large-Scale Pre-training

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:47.946131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4029e506-337b-406d-a07f-4ef607d3960b · outbound

This paper cites Generation-based code review automation: How far are we?.

Retrieval-Augmented Code Review Comment Generation Generation-based code review automation: How far are we?

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:09:00.307916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2f6f8eb1-ab92-4780-84bd-52853f2b8cea · outbound

This paper cites Llama-reviewer: Advancing code review automation with large language models through parameter- efficient fine-tuning,.

Retrieval-Augmented Code Review Comment Generation Llama-reviewer: Advancing code review automation with large language models through parameter- efficient fine-tuning,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:48.152898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 531f38bb-067a-48c9-af83-036dd0a53afd · outbound

This paper cites Towards efficient fine-tuning of language models with organizational data for automated software review,.

Retrieval-Augmented Code Review Comment Generation Towards efficient fine-tuning of language models with organizational data for automated software review,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:09:00.066162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4ea3fc25-ed73-491d-8906-7f0ee0c1d577 · outbound

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

Retrieval-Augmented Code Review Comment Generation Com- mentfinder: a simpler, faster, more accurate code review comments recommendation,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:08:59.834007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1e43eb4d-54ac-45be-93ea-859823fa8c08 · outbound

This paper cites Recommending code reviews leveraging code changes with structured information retrieval,.

Retrieval-Augmented Code Review Comment Generation Recommending code reviews leveraging code changes with structured information retrieval,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:08:59.534813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9899d286-5950-4f44-a6a3-6ba644adad19 · outbound

This paper cites Automating modern code review processes with code similarity measurement,.

Retrieval-Augmented Code Review Comment Generation Automating modern code review processes with code similarity measurement,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:08:59.290022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 62fa47f8-f55d-4750-bec4-760c7a539f03 · outbound

This paper cites Incorporating Discrete Translation Lexicons into Neural Machine Translation.

Retrieval-Augmented Code Review Comment Generation Incorporating Discrete Translation Lexicons into Neural Machine Translation

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:08:53.192258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3deb1ef1-41ee-45a6-8b68-498caf274c0a · outbound

This paper cites Guiding Neural Machine Translation with Retrieved Translation Pieces.

Retrieval-Augmented Code Review Comment Generation Guiding Neural Machine Translation with Retrieved Translation Pieces

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:08:53.030258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9e2660f2-0ad4-4d50-9944-ccf983ebaae0 · outbound

This paper cites CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation.

Retrieval-Augmented Code Review Comment Generation CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:48.810037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecad3f92-3069-4c98-8a3e-a1d597490549 · outbound

This paper cites Retrieval- augmented generation for knowledge-intensive nlp tasks,.

Retrieval-Augmented Code Review Comment Generation Retrieval- augmented generation for knowledge-intensive nlp tasks,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:48.939024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 068d9c0a-423e-46dc-ad22-f6e7d3e723e8 · outbound

This paper cites Improving retrieval-augmented code comment generation by retrieving for generation,.

Retrieval-Augmented Code Review Comment Generation Improving retrieval-augmented code comment generation by retrieving for generation,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:49.050221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d663dfec-23a0-4c4b-b687-db6927e20895 · outbound

This paper cites Retrieval-based neural source code summarization,.

Retrieval-Augmented Code Review Comment Generation Retrieval-based neural source code summarization,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:49.155652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a882e01-6994-4ca7-9c04-738560fa42e2 · outbound

This paper cites ReACC: A Retrieval-Augmented Code Completion Framework.

Retrieval-Augmented Code Review Comment Generation ReACC: A Retrieval-Augmented Code Completion Framework

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:49.268400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86d470ae-4e0b-4bbe-90a1-2200547003f1 · outbound

This paper cites Retrieval Augmented Code Generation and Summarization.

Retrieval-Augmented Code Review Comment Generation Retrieval Augmented Code Generation and Summarization

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:49.368592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80588f4d-223d-4673-854e-bca47c15153a · outbound

This paper cites Retrieval-augmented test generation: How far are we?.

Retrieval-Augmented Code Review Comment Generation Retrieval-augmented test generation: How far are we?

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:49.451845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d916366-e4b9-4c50-8da6-0674963820e8 · outbound

This paper cites Understanding code smell detection via code review: A study of the openstack com- munity,.

Retrieval-Augmented Code Review Comment Generation Understanding code smell detection via code review: A study of the openstack com- munity,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:08:59.011008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c8e03b85-2ed5-4a06-a8dc-d87e61c0b127 · outbound

This paper cites Why does code review work for open source software communities?.

Retrieval-Augmented Code Review Comment Generation Why does code review work for open source software communities?

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:08:58.752910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2558770d-b6ed-4af5-b3ad-3b46510bab0e · outbound

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

Retrieval-Augmented Code Review Comment Generation Modern code review: a case study at google,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:08:58.526186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3d1fc8a8-b68f-426a-84b7-ec3377686be7 · outbound

This paper cites UniXcoder: Unified Cross-Modal Pre-training for Code Representation.

Retrieval-Augmented Code Review Comment Generation UniXcoder: Unified Cross-Modal Pre-training for Code Representation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:49.951912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 471d1683-0cbd-4f58-8ae7-7d131281d355 · outbound

This paper cites Retrieve and refine: exemplar-based neural comment generation,.

Retrieval-Augmented Code Review Comment Generation Retrieve and refine: exemplar-based neural comment generation,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:08:58.278403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 785038b1-3e04-499f-8332-151d05752b4d · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation,.

Retrieval-Augmented Code Review Comment Generation Bleu: a method for automatic evaluation of machine translation,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:50.140298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbec3d9e-0e1d-46c0-8195-18a7ca934eb1 · outbound

This paper cites Exploring the limits of transfer learning with a unified text-to-text transformer,.

Retrieval-Augmented Code Review Comment Generation Exploring the limits of transfer learning with a unified text-to-text transformer,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:50.251159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dafd21dc-f738-410e-97b4-5b77dfd5d23a · outbound

This paper cites CodeSearchNet Challenge: Evaluating the State of Semantic Code Search.

Retrieval-Augmented Code Review Comment Generation CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:50.394269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66a30aac-2f29-43c6-8ab0-d90f507795c9 · outbound

This paper cites CodeT5+: Open Code Large Language Models for Code Understanding and Generation.

Retrieval-Augmented Code Review Comment Generation CodeT5+: Open Code Large Language Models for Code Understanding and Generation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:50.525662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c0c0b8a-8aed-4c34-8c10-cdf27c4ebde8 · outbound

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

Retrieval-Augmented Code Review Comment Generation Auger: automatically generating review comments with pre-training models,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:08:58.090545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8e4370dd-f0b0-46cf-a1e6-52ad94330f0d · outbound

This paper cites Tufano t5 replication package,.

Retrieval-Augmented Code Review Comment Generation Tufano t5 replication package,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:08:56.610458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 575d09af-4c8c-48d7-a743-aa060bc64425 · outbound

This paper cites Codet5-base repli- cation package,.

Retrieval-Augmented Code Review Comment Generation Codet5-base repli- cation package,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:08:55.211823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ac4f333d-1e14-49a1-a0a5-a4870a2526a4 · outbound

This paper cites Codet5p-220m replication package,.

Retrieval-Augmented Code Review Comment Generation Codet5p-220m replication package,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:08:54.994696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 01963700-948f-4ac3-bca3-02069952d3a8 · outbound

This paper cites Codereviewer replica- tion package,.

Retrieval-Augmented Code Review Comment Generation Codereviewer replica- tion package,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:08:54.774307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 614ae9ac-a749-4e0e-b8e2-f286501a7b73 · outbound

This paper cites Auger replication package,.

Retrieval-Augmented Code Review Comment Generation Auger replication package,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:08:54.529622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e65dbe5a-ab59-41a4-a3b4-94dea828fee6 · outbound

This paper cites Com- mentfinder replication package,.

Retrieval-Augmented Code Review Comment Generation Com- mentfinder replication package,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:08:54.314570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d0ebbf65-d3f5-48d0-9d20-88ab66f3f171 · outbound

This paper cites Unixcoder replication package,.

Retrieval-Augmented Code Review Comment Generation Unixcoder replication package,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:08:54.086672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ec4f3762-2992-44f9-91a6-7a1046024ddf · outbound

This paper cites Sequence to sequence learning with neural networks,.

Retrieval-Augmented Code Review Comment Generation Sequence to sequence learning with neural networks,

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:51.436027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f2410b4-664e-4801-a0e7-c329c39425ad · outbound

This paper cites Neural Machine Translation by Jointly Learning to Align and Translate.

Retrieval-Augmented Code Review Comment Generation Neural Machine Translation by Jointly Learning to Align and Translate

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:51.555454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37c7cc4c-e34d-4ef6-81c0-0c482ebb466f · outbound

This paper cites Attention is all you need,.

Retrieval-Augmented Code Review Comment Generation Attention is all you need,

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:51.652243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2042f535-9041-4b5d-8dba-c9af53f79de8 · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding,.

Retrieval-Augmented Code Review Comment Generation Bert: Pre-training of deep bidirectional transformers for language understanding,

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:51.746781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4515496a-0247-4d7b-a913-0c24483eb797 · outbound

This paper cites Language mod- els are few-shot learners,.

Retrieval-Augmented Code Review Comment Generation Language mod- els are few-shot learners,

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:51.874225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5515e772-0d09-40eb-8459-0adc0d8c52fd · outbound

This paper cites CodeBERT: A Pre-Trained Model for Programming and Natural Languages.

Retrieval-Augmented Code Review Comment Generation CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:51.994256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc718b2a-1192-4bc1-8ce1-4f5dfc763c9f · outbound

This paper cites GraphCodeBERT: Pre-training Code Representations with Data Flow.

Retrieval-Augmented Code Review Comment Generation GraphCodeBERT: Pre-training Code Representations with Data Flow

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:52.096814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62a1aa8a-4e3b-496d-8289-c2b06f4ff553 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Retrieval-Augmented Code Review Comment Generation LLaMA: Open and Efficient Foundation Language Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:52.201060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80dbdc1b-0171-4ec3-af72-da7dd2d2b410 · outbound

This paper cites Codedoctor: multi-category code review comment generation,.

Retrieval-Augmented Code Review Comment Generation Codedoctor: multi-category code review comment generation,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:08:53.879060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d366332c-bf8e-4b99-bfeb-88b58bf03c25 · outbound

This paper cites Editsum: A retrieve-and-edit framework for source code summarization,.

Retrieval-Augmented Code Review Comment Generation Editsum: A retrieve-and-edit framework for source code summarization,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:08:53.664670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 08cb37eb-953e-4691-9d73-a04e75754542 · outbound

This paper cites Inferfix: End-to-end program repair with llms,.

Retrieval-Augmented Code Review Comment Generation Inferfix: End-to-end program repair with llms,

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:08:53.421878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Outbound references

Pith citing papers