Paper Citation Record · LEDGER

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda

As of 5 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 1 inbound Pith citation observation for arXiv:2604.26192.

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

pith.paper-citation-record.v1
2604.26192 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-07T13:35:49.586728Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T05:27:15.350252Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

46 of 46 outbound references displayed

verified exact31
verified fuzzy3
unresolved4
parse uncertain0
malformed identifier2
metadata mismatch6

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a0da0937-006d-4c02-a69f-997b510e9f19 · outbound

This paper cites Bennett, Kori Inkpen, Jaime Teevan, Ruth Kikin-Gil, and Eric Horvitz.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Bennett, Kori Inkpen, Jaime Teevan, Ruth Kikin-Gil, and Eric Horvitz

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-09T03:25:01.668212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0dbfe9ca-7363-4b2a-8bb1-b84ea6cf5db9 · outbound

This paper cites Guidelines for Empirical Studies in Software Engineering involving Large Language Models.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Guidelines for Empirical Studies in Software Engineering involving Large Language Models

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-05-12T08:51:25.286321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 7439a4c9-62fc-4a11-a1b4-3d9f98f3c7b5 · outbound

This paper cites an unresolved cited work.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Unresolved cited work

Reference 3

Resolution: verified exact; doi, observed 2026-05-09T03:25:01.643145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation babe317d-af89-48ab-9057-eb6aeca4b098 · outbound

This paper cites doi:10.1145/3442188.3445922.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda doi:10.1145/3442188.3445922

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T03:25:01.620114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 11f3ecb6-1c56-46c7-a985-fa112c23f5ad · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda On the Opportunities and Risks of Foundation Models

Reference 5

Resolution: metadata mismatch; local_arxiv, observed 2026-05-12T08:51:25.282013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 47a5f296-a305-4bbd-9b9d-6b763318409a · outbound

This paper cites an unresolved cited work.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-05-27T05:28:51.621857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3e120bc2-13a3-43bb-901e-75c15c985e45 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Evaluating Large Language Models Trained on Code

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-05-12T08:51:25.277531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 7b5a3b20-0f42-4000-b9b1-c0c71a8b34e5 · outbound

This paper cites an unresolved cited work.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Unresolved cited work

Reference 8

Resolution: verified exact; doi, observed 2026-05-09T03:25:01.634816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d2944752-fe27-4c0c-bfcd-caf09c77f615 · outbound

This paper cites Proebsting.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Proebsting

Reference 9

Resolution: malformed identifier; raw_fallback, observed 2026-05-27T05:28:51.617590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 77c378e3-4d73-4c6c-bd7a-3544b53025a4 · outbound

This paper cites Cruzes and Tore Dyba.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Cruzes and Tore Dyba

Reference 10

Resolution: verified exact; doi, observed 2026-05-09T03:25:01.696389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b84aeb08-e4f3-4137-87b3-2bccd728c0a3 · outbound

This paper cites In Proceedings of the 2025 IEEE/ACM International Workshop on Methodological Issues with Empirical Studies in Software Engineering(Ottawa, Ontario, Canada)(WSESE ’25).

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda In Proceedings of the 2025 IEEE/ACM International Workshop on Methodological Issues with Empirical Studies in Software Engineering(Ottawa, Ontario, Canada)(WSESE ’25)

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-09T03:25:01.702108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ad342101-dca0-40be-bbb3-f57a1d6aeca6 · outbound

This paper cites Selecting.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Selecting

Reference 12

Resolution: metadata mismatch; doi, observed 2026-05-09T03:25:01.806522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b471dc05-2f31-4cad-b7c0-e58e57f74ed8 · outbound

This paper cites Proceedings of the National Academy of Sciences 120(30).

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Proceedings of the National Academy of Sciences 120(30)

Reference 13

Resolution: verified exact; doi, observed 2026-05-09T03:25:02.139687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3e396730-17f1-4417-b05d-c5a22b4edcbd · outbound

This paper cites an unresolved cited work.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-05-27T05:28:51.633704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5c1d48a5-b022-4cab-b0ad-5af680365086 · outbound

This paper cites an unresolved cited work.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Unresolved cited work

Reference 15

Resolution: verified exact; doi, observed 2026-05-09T03:25:02.134412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c137f22f-2cf6-426f-b2b2-3626f036b4d4 · outbound

This paper cites an unresolved cited work.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Unresolved cited work

Reference 16

Resolution: verified exact; doi, observed 2026-05-09T03:20:06.359284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 47574055-20b3-46bc-a2b0-34ca1cc4b980 · outbound

This paper cites Available: https://doi.org/10.1145/3695988.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Available: https://doi.org/10.1145/3695988

Reference 17

Resolution: verified exact; doi, observed 2026-05-09T03:25:01.936460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation de9ce3f9-7047-4766-94aa-36dd430de26e · outbound

This paper cites an unresolved cited work.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Unresolved cited work

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-09T03:25:02.149268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 94d0cea2-4268-4d19-9fa9-ed7fa882cdbc · outbound

This paper cites an unresolved cited work.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Unresolved cited work

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-09T03:20:06.372626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation cf487f76-2fe4-46ff-a83f-d533305f8bb9 · outbound

This paper cites 2007.Guidelines for Performing Systematic Literature Reviews in Software Engineering.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda 2007.Guidelines for Performing Systematic Literature Reviews in Software Engineering

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:28:51.642291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation be3844c7-ca6e-4f02-9a45-a8dd33b45669 · outbound

This paper cites Kitchenham, S.L.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Kitchenham, S.L

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-09T03:25:02.027011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 070a3c6d-6659-4fd7-bf18-34b4a84d0982 · outbound

This paper cites Kitchenham, Tore Dyba, and Magne Jorgensen.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Kitchenham, Tore Dyba, and Magne Jorgensen

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-09T03:25:02.120562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ea31e906-4813-4311-a185-f60a4bdd3da9 · outbound

This paper cites 2015.Guidelines for Conducting Surveys in Software Engineering.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda 2015.Guidelines for Conducting Surveys in Software Engineering

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:28:51.645878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation fb2bb468-9323-438d-89bc-13ef3f118fc3 · outbound

This paper cites an unresolved cited work.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Unresolved cited work

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-09T03:25:01.628324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b0d5f2d1-9b3d-4f68-a448-b2d97edf3657 · outbound

This paper cites an unresolved cited work.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Unresolved cited work

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-09T03:25:01.671195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a052ef7e-1507-47f4-a359-fb28b3b82ee7 · outbound

This paper cites author Sheridan, T.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda author Sheridan, T

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-09T03:20:06.355532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6b4e1c78-929d-43c2-8e05-9c119740a44c · outbound

This paper cites Asleep at the keyboard? Assessing the security of github copilot’s code contributions.Commun.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Asleep at the keyboard? Assessing the security of github copilot’s code contributions.Commun

Reference 27

Resolution: verified exact; doi, observed 2026-05-09T03:25:01.691562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 34498d99-7cd2-4add-8bd8-3ee1d12c1db6 · outbound

This paper cites an unresolved cited work.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-05-27T05:28:51.638869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 970a6377-041b-44ac-815e-f4a34cd235fc · outbound

This paper cites an unresolved cited work.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Unresolved cited work

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-09T03:25:01.689068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 04ab64a3-abaa-4c45-9103-b8b7199f6ad8 · outbound

This paper cites Empirical Software Engineer- ing 14, 131–164.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Empirical Software Engineer- ing 14, 131–164

Reference 30

Resolution: verified exact; doi, observed 2026-05-09T03:20:06.365393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 65935999-10f2-47ed-898d-04a0b0b917c3 · outbound

This paper cites 2025.The Coding Manual for Qualitative Researchers.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda 2025.The Coding Manual for Qualitative Researchers

Reference 31

Resolution: verified exact; doi, observed 2026-05-09T03:25:01.648609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1b9470a1-c56c-465d-8c1a-b48170cd53c4 · outbound

This paper cites an unresolved cited work.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-05-27T05:28:51.638345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6ae2f5fc-afec-4b25-a86c-e2b51fa2373a · outbound

This paper cites InProceedings of the 29th International Conference on Evaluation and Assessment in Software Engineering (EASE ’25).

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda InProceedings of the 29th International Conference on Evaluation and Assessment in Software Engineering (EASE ’25)

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-09T03:25:01.869056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation cfe66f7d-4258-4599-b05c-9d849f920a01 · outbound

This paper cites an unresolved cited work.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Unresolved cited work

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-09T03:25:01.651800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5a8b67e6-5a0f-4a53-b051-5d2e303d6372 · outbound

This paper cites 2008 , keywords =.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda 2008 , keywords =

Reference 35

Resolution: verified exact; doi, observed 2026-05-09T03:20:06.361556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 02148352-b503-44df-8840-ad7b5e1bd0c6 · outbound

This paper cites an unresolved cited work.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Unresolved cited work

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-09T03:20:06.369914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c10e05ac-b351-444b-9be2-3ebb8aec8089 · outbound

This paper cites In Proceedings of the 2025 IEEE/ACM International Workshop on Methodological Issues with Empirical Studies in Software Engineering(Ottawa, Ontario, Canada)(WSESE ’25).

Reference 37

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T03:25:01.682220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 79215ce5-f2df-4bce-a403-d99e1554d946 · outbound

This paper cites Chi, Quoc V.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Chi, Quoc V

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T05:28:51.628444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 839646fb-5242-4b25-a97e-06d1d3f70796 · outbound

This paper cites Ethical and social risks of harm from Language Models.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Ethical and social risks of harm from Language Models

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-05-12T08:51:25.295621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3f3c0354-6a67-4f8f-9c3b-8677e52ba3b5 · outbound

This paper cites an unresolved cited work.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Unresolved cited work

Reference 40

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T03:25:01.598300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 7da8b4dc-7881-44e1-a893-a3729175c9a0 · outbound

This paper cites Chembakottu, H.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Chembakottu, H

Reference 41

Resolution: malformed identifier; doi, observed 2026-05-09T03:25:01.660713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8af25387-f27e-4f2c-8b75-b2d5ff8fb45d · outbound

This paper cites Ohlsson, Björn Regnell, and Anders Wesslén.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Ohlsson, Björn Regnell, and Anders Wesslén

Reference 42

Resolution: verified exact; doi, observed 2026-05-09T03:20:06.374551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5e5ea3b2-e5c3-4de2-a7cf-581069bf6522 · outbound

This paper cites A., D˛ abrowski, J., Alhoshan, W., Zhao, L., and Ferrari, A.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda A., D˛ abrowski, J., Alhoshan, W., Zhao, L., and Ferrari, A

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:51:25.291147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0da034bf-a60b-44f2-9fba-1345b0c380ad · outbound

This paper cites Intell.1, 14, DOI: 10.1038/s44387-025-00019-5 (2025).

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Intell.1, 14, DOI: 10.1038/s44387-025-00019-5 (2025)

Reference 44

Resolution: metadata mismatch; doi, observed 2026-05-09T03:25:01.646009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ea1de0df-9b25-4d06-a8bc-7c01db5ad96e · outbound

This paper cites an unresolved cited work.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Unresolved cited work

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-09T03:25:01.657968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation dac752a8-6ae3-4d30-ba02-00a8974a62f5 · outbound

This paper cites Zimmermann, P.

LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda Zimmermann, P

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-09T03:25:01.843191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Pith citing papers

Observation 3a533b0c-5d8a-46b4-82c7-a6a7c3d6a1df · inbound

Students' Practices and Skills in the LLM-Era: "You Can't Outsource the Struggle and Still Get the Skill" cites this paper.

Students' Practices and Skills in the LLM-Era: "You Can't Outsource the Struggle and Still Get the Skill" LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T05:27:15.350252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.