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Paper Citation Record · LEDGER

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering

As of 14 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2507.15828.

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

pith.paper-citation-record.v1
2507.15828 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:27:32.196051Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

28 of 28 outbound references displayed

  • verified exact1
  • verified fuzzy22
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 93553d82-7a8a-42e1-806e-6719c6492b2c · outbound

This paper cites The design of a survey on bridging the gap between software industry expectations and academia.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering The design of a survey on bridging the gap between software industry expectations and academia

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:27:32.653058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:27:32.069729Z digest=sha256:208a3f6eb07ae61f42c1ae45c3c80ec88e0c4b5e7faa52f83e88650162c0d532

Observation fd8337e1-d354-4630-8ffa-b1d3f0a0f853 · outbound

This paper cites an unresolved cited work.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:27:32.637962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:27:32.074811Z digest=sha256:b16957a40044a43fd9125a5d902677b9a274efb3035adea8917c4675ac7fc369

Observation 22a4e3ea-9f51-405c-a492-bf71e02e3536 · outbound

This paper cites Rouge metric evaluation for text summarization techniques.Available at SSRN 4120317, 2022.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering Rouge metric evaluation for text summarization techniques.Available at SSRN 4120317, 2022

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:27:32.622609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:27:32.079452Z digest=sha256:997aea18765e0fa703a87c2840d3831bf3966fcb5470a7e2dba9a43f5aff06f8

Observation cc6a97a3-7d28-496c-b172-b4fdecdb0318 · outbound

This paper cites Basili and H.D.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering Basili and H.D

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:27:32.608344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:27:32.085004Z digest=sha256:9394b954a3549fcf4671d224262f4cbdfd625fc46f8962851a15046638a15683

Observation f1e08759-c1e7-4faf-ac7d-00d61188830f · outbound

This paper cites Making software engineering research relevant.Computer, 47(4):80–83, 2014.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering Making software engineering research relevant.Computer, 47(4):80–83, 2014

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:27:32.593701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:27:32.090117Z digest=sha256:93c012dac9fd880bc7c078eb12e727eb926c1ae789cfeff06339378c3a09445e

Observation 676032f6-14a5-4a1c-b876-8fc2cc3e2dcd · outbound

This paper cites What support do systematic reviews provide for evidence-informed teaching about software engineering practice?e-informatica software engineering journal, 14(1):7–60, 2020.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering What support do systematic reviews provide for evidence-informed teaching about software engineering practice?e-informatica software engineering journal, 14(1):7–60, 2020

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:27:32.578994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:27:32.096051Z digest=sha256:0b674f254c07ff91398aa1f0e3f1723d50564a60053c2e75e4f401852a77eb05

Observation 7aa32417-a76e-41f9-8ecb-c1a0dc2b7bb6 · outbound

This paper cites Towards a model to transfer knowledge from software engineering research to practice.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering Towards a model to transfer knowledge from software engineering research to practice

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:27:32.563461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:27:32.101542Z digest=sha256:017a6cee5c50d4aebf8826c583408e8306b76eb1454e5ca2d29fd01908ae41bb

Observation b012bb17-e072-457c-a8ce-4e3e80c6809b · outbound

This paper cites Ev- idence briefings: Towards a medium to transfer knowledge from sys- tematic reviews to practitioners.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering Ev- idence briefings: Towards a medium to transfer knowledge from sys- tematic reviews to practitioners

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:27:32.546713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:27:32.105873Z digest=sha256:14ac8e5e663988cec8b1886958a59920fb66cd2c323f2c3253b4e6f55bdf73f4

Observation 534f4076-a357-40ae-858d-122e34da3a07 · outbound

This paper cites Sage publications, 2017.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering Sage publications, 2017

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:27:32.531687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:27:32.110166Z digest=sha256:8098385cb513ddcec62aad1451dc501cf60de836ba9b1468b0b0b10cb671a972

Observation bab19304-f3d7-4553-a33d-91f8163db893 · outbound

This paper cites Fabbri, Wojciech Kry ´sci´nski, Bryan McCann, Caiming Xiong, Richard Socher, and Dragomir Radev.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering Fabbri, Wojciech Kry ´sci´nski, Bryan McCann, Caiming Xiong, Richard Socher, and Dragomir Radev

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:27:32.517222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:27:32.114435Z digest=sha256:e566486a76e964eac9ad7b3e9d872dee6320c6b264a93f97c4215f022752599f

Observation 67da5987-f3b7-4e3b-921a-b55530e21c4e · outbound

This paper cites Practical relevance of software engineering research: synthesizing the community’s voice.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering Practical relevance of software engineering research: synthesizing the community’s voice

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:27:32.502025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:27:32.118671Z digest=sha256:a5c0d4b60e2c04fc611e45ac28bbf1a308cc7e8b212412188aacd26b3481109e

Observation e39cda4e-da75-495f-805b-81277c051dbd · outbound

This paper cites Aligning software engineering education with industrial needs: A meta-analysis.Journal of Systems and Software, 156:65–83, 2019.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering Aligning software engineering education with industrial needs: A meta-analysis.Journal of Systems and Software, 156:65–83, 2019

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:27:32.486837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:27:32.123262Z digest=sha256:95a463e72960c96d0f212c974d0c116d3d027a47025b7fd0f358ab52bbfa5571

Observation 518c4b7a-e2fd-403d-b143-1568295a0430 · outbound

This paper cites Key challenges in prompt engineering.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering Key challenges in prompt engineering

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T15:27:32.128352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:27:32.128352Z digest=sha256:40b21227b3a4a05e68a6bde456e59328ef494a78dd2ab996c740c60d54beaa27

Observation a60ef351-5b60-4667-b3cc-bdaf7d7b7608 · outbound

This paper cites Hannay, Tore Dyb ˚a, Erik Arisholm, and Dag I.K.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering Hannay, Tore Dyb ˚a, Erik Arisholm, and Dag I.K

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:27:32.460218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:27:32.132928Z digest=sha256:274daad9236289185920e24bcbaa20c82f8e5a4f5518d9400349e0ffbb0d2ab9

Observation 6ac648b2-80a3-4af4-9810-a3ff29c4895f · outbound

This paper cites Springer Nature Switzerland, Cham, 2024.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering Springer Nature Switzerland, Cham, 2024

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:27:32.444282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:27:32.137833Z digest=sha256:f248457846d258ec2184a252a3c6791136b2da775854b8311a3294fa259d2f31

Observation 42a03d87-7b69-4b16-bea8-5fd644536914 · outbound

This paper cites Jorgensen.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering Jorgensen

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:27:32.427810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:27:32.142713Z digest=sha256:47637ccd18d6d53e837e7a19a5cc7737e34b15728a13d5c41e9846b7f1b64a06

Observation 4a4e984a-391e-4bf1-a48c-8fc69273bb81 · outbound

This paper cites What makes agile software development agile?IEEE Transactions on Software Engineering, 48(9):3523–3539, 2022.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering What makes agile software development agile?IEEE Transactions on Software Engineering, 48(9):3523–3539, 2022

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:27:32.412738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:27:32.147305Z digest=sha256:07667eb149c25645441357c367f0ba2a25798252178f8a1eaafa6e558d25d28d

Observation f4fdd248-b48d-404c-bd5d-73e5ba682cbc · outbound

This paper cites A systematic review on the use of definition of done on agile software development projects.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering A systematic review on the use of definition of done on agile software development projects

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:27:32.397875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:27:32.152063Z digest=sha256:ac77746cf12ab170606e0e5d4f5437ab54d425e86124c412bc6292c274245272

Observation 2e8c0543-50ef-4e09-991f-6fd95f5cbaf2 · outbound

This paper cites Building Understandable Messaging for Policy and Evidence Review (BUMPER) with AI.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering Building Understandable Messaging for Policy and Evidence Review (BUMPER) with AI

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:27:32.277857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:27:32.156142Z digest=sha256:980170dac52ee75596cd47952008af406ecdc9382a3495c39405b4950304bcbc

Observation e23f709f-62f2-43d0-9095-94b80ed9f4cc · outbound

This paper cites Motivation to perform systematic reviews and their impact on software engineering practice.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering Motivation to perform systematic reviews and their impact on software engineering practice

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:27:32.382670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:27:32.161227Z digest=sha256:72f6cc07918dbeb535bacf84c5b2ec1b225241abfe6473f0cb19418acf5d7305

Observation 3c88af0f-56ee-4498-9732-c8d474926864 · outbound

This paper cites Evaluating large language models on medical evidence summa- rization.NPJ digital medicine, 6(1):158, 2023.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering Evaluating large language models on medical evidence summa- rization.NPJ digital medicine, 6(1):158, 2023

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:27:32.366879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:27:32.166243Z digest=sha256:fc2bf4a64ff10e6f033999067c1105b7a34b977fe7141f713396061656e0cb06

Observation bbb0cfd3-81d9-43ae-b7a4-cd46b9f1801d · outbound

This paper cites Gomez, Łukasz Kaiser, and Illia Polosukhin.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering Gomez, Łukasz Kaiser, and Illia Polosukhin

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T15:27:32.170763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:27:32.170763Z digest=sha256:f707246ea7e6ac96dc830cde7ef117f4cef2fcfa14b545d878e35e04ca54f085

Observation cae5125c-8b11-4154-82b5-28ac8e880338 · outbound

This paper cites Towards Evaluation Guidelines for Empirical Studies involving LLMs.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering Towards Evaluation Guidelines for Empirical Studies involving LLMs

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T15:27:32.174988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:27:32.174988Z digest=sha256:1a030786698f9fe0c5019d297c37e9c1d88788549e3b436bdf2bcfa18fca8ba4

Observation d1e4cf64-498a-4f0a-a727-46618fdc0670 · outbound

This paper cites Thoughts on applicability.Journal of Systems and Software, 215:112086, 2024.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering Thoughts on applicability.Journal of Systems and Software, 215:112086, 2024

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:27:32.339759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:27:32.179384Z digest=sha256:3d151d2f7991a215d1dc1fb33a883e69c9b6a1256247faafcb789f1de9cf7b0f

Observation 15f216dc-3feb-420a-94c9-5127d4b0eaf3 · outbound

This paper cites Springer Nature, 2024.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering Springer Nature, 2024

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:27:32.324469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:27:32.183372Z digest=sha256:0bde8be9bb3c2e1b1e7edb2e66932a900b2659c7e5df1873e7bc41ff770f7edd

Observation 4f635606-c6d7-4f7b-a870-753ba10db569 · outbound

This paper cites Closing the gap between open source and commercial large language models for medical evidence summarization.NPJ digital medicine, 7(1):239, 2024.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering Closing the gap between open source and commercial large language models for medical evidence summarization.NPJ digital medicine, 7(1):239, 2024

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:27:32.308803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:27:32.187422Z digest=sha256:aa3f085ac970d17e132865dd2ad860712f763305fb1db4e6997ef888ade241a1

Observation e56124a3-bf7e-46e6-addb-f451aded81c4 · outbound

This paper cites Yu, and Jiawei Zhang.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering Yu, and Jiawei Zhang

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:27:32.293760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:27:32.191950Z digest=sha256:8d96077822f918d2187531ed9cf8385064bb48bebe8741490942a305210718f2

Observation abcf8f73-07f0-402f-bcbf-d9a45e7c68b2 · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering BERTScore: Evaluating Text Generation with BERT

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T15:27:32.196051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:27:32.196051Z digest=sha256:93fc46e9db1441427da2bd04561d98e28e2e8748b0db7c5b1ec114b89b4e7c33

Pith citing papers

No inbound Pith citation observations are available.