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Paper Citation Record · LEDGER

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability

As of 20 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2607.23610.

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

pith.paper-citation-record.v1
2607.23610 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-30T17:44:15.912796Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

49 of 49 outbound references displayed

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  • unresolved49
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1c130e7d-3c0b-4de6-b6e9-cfb233b8c76d · outbound

This paper cites LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery

Reference 1

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source=pdf_text observed=2026-07-30T17:44:12.319114Z digest=sha256:2496a5abea3fb8e9b4d54d17d7ab79ca7f4e1e35ff8cb0aecf9ede3abdf216ed

Observation 5d528ad0-4c12-4ed8-805c-8ade7e649ff1 · outbound

This paper cites Op- tuna: A next-generation hyperparameter optimization framework, in: Proceedings of the 25th ACM SIGKDD international conference on knowledge discovery & data mining, pp.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Op- tuna: A next-generation hyperparameter optimization framework, in: Proceedings of the 25th ACM SIGKDD international conference on knowledge discovery & data mining, pp

Reference 2

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source=pdf_text observed=2026-07-30T17:44:12.377271Z digest=sha256:8fbaf68b66ede85d83d1b6343d0c1621f1a69b25434c5936983a63a543a01661

Observation d5310cbc-2324-4130-b9fb-90f18e5adabe · outbound

This paper cites Pi-link: A ground-truth dataset of links between pull- requests and issues in github.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Pi-link: A ground-truth dataset of links between pull- requests and issues in github

Reference 3

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source=pdf_text observed=2026-07-30T17:44:12.420600Z digest=sha256:a6a387b51ac7b785062b1c89fa96bda1dba099a75b19166fd5ef9c256e89886e

Observation 9b184c4b-a020-44ad-b882-b7b36c9d8c8e · outbound

This paper cites A literature review of auto- matictraceabilitylinksrecoveryforsoftwarechangeimpactanalysis, in: Proceedings of the 28th International Conference on Program Comprehension, pp.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability A literature review of auto- matictraceabilitylinksrecoveryforsoftwarechangeimpactanalysis, in: Proceedings of the 28th International Conference on Program Comprehension, pp

Reference 4

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source=pdf_text observed=2026-07-30T17:44:12.458199Z digest=sha256:9b32609201c729d2c85427641116abd6a536c3e551da250f26b17eb110cab930

Observation 42003c6b-4fa1-4df3-b659-0d2b9745dab7 · outbound

This paper cites an unresolved cited work.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Unresolved cited work

Reference 5

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source=pdf_text observed=2026-07-30T17:44:12.507915Z digest=sha256:8c5b18f8cc03ed62a7136807d3c4d30156d6bc88f23620c2f4ee5f1ee8ef9f09

Observation 485060c3-fce1-49e6-9297-8a3b2f06a2be · outbound

This paper cites an unresolved cited work.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Unresolved cited work

Reference 6

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source=pdf_text observed=2026-07-30T17:44:12.557780Z digest=sha256:b9a950d7f73da4ad543ab9c97a4663ddec8a818e505c8fd0b5072957def02cdf

Observation 1d5bd773-fa04-4d4e-abb8-26d3d8687f2e · outbound

This paper cites an unresolved cited work.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Unresolved cited work

Reference 7

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source=pdf_text observed=2026-07-30T17:44:12.682964Z digest=sha256:350ab539268a039781504c18e3e7eb99b1533f3f4ff7f406f353e56fd385a5ff

Observation 8e0b0985-2e0f-414b-bc3f-2d401910cc7e · outbound

This paper cites Howdo centralized and distributed version control systems impact software changes?, in: Proceedings of the 36th international conference on Software Engineering, pp.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Howdo centralized and distributed version control systems impact software changes?, in: Proceedings of the 36th international conference on Software Engineering, pp

Reference 8

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source=pdf_text observed=2026-07-30T17:44:12.741147Z digest=sha256:1af4d9a721b60de2b2dabcf440967d35eee24dce1dd3e42899ec6ba3d45d9c0c

Observation e5a3764f-6f48-4683-bef5-f3d99107c2d7 · outbound

This paper cites From ranknet to lambdarank to lambdamart: An overview.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability From ranknet to lambdarank to lambdamart: An overview

Reference 9

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source=pdf_text observed=2026-07-30T17:44:12.847876Z digest=sha256:1f609635d8348d8afbe025d5d336d263aa69e4ad33ac240a404a221f1eb1f33d

Observation 5100d6fc-4a22-44fb-8c8a-e2d1146b4767 · outbound

This paper cites Dominance statistics: Ordinal analyses to answer ordinal questions.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Dominance statistics: Ordinal analyses to answer ordinal questions

Reference 10

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source=pdf_text observed=2026-07-30T17:44:12.862967Z digest=sha256:903a7db2a839663b4a857694001f21901ec10737cb4793ed15665f02f5df1546

Observation c9193792-6861-4ecd-95d5-11f795d35ad5 · outbound

This paper cites an unresolved cited work.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Unresolved cited work

Reference 11

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source=pdf_text observed=2026-07-30T17:44:12.896530Z digest=sha256:919dfee065092b97643c82a857a2daaa5b6ce689a6aede7984fe3e0208608335

Observation 78c4f7c9-518e-4c56-afde-45b951517703 · outbound

This paper cites Ratelimitsfortherestapi.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Ratelimitsfortherestapi

Reference 12

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source=pdf_text observed=2026-07-30T17:44:13.097012Z digest=sha256:e3f1cc8839eed3664447a9b51b9c8b4469a934ea5a9a98453f1c8e81f3753acd

Observation bcf3686e-281e-4a64-a7ca-e11d24e10f6c · outbound

This paper cites Backtothe basics: Rethinking issue-commit linking with llm-assisted retrieval.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Backtothe basics: Rethinking issue-commit linking with llm-assisted retrieval

Reference 13

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source=pdf_text observed=2026-07-30T17:44:13.144345Z digest=sha256:c345b80fc63eb8995743546c794b4999c5e7375b6b1d07788016c5eae075de3e

Observation 53fc1aec-b9da-4ad3-b787-3c1d1c3b3244 · outbound

This paper cites An Empirical Study on Data Leakage and Generalizability of Link Prediction Models for Issues and Commits.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability An Empirical Study on Data Leakage and Generalizability of Link Prediction Models for Issues and Commits

Reference 14

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source=pdf_text observed=2026-07-30T17:44:13.212929Z digest=sha256:42b1ca8f68b23d11eddb920b22f925395c8463b948acbca6bab1c54b5278317d

Observation af8d0aaf-4792-4758-9b9b-5d8c266759f9 · outbound

This paper cites Lightgbm: A highly efficient gradient boosting decision tree.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Lightgbm: A highly efficient gradient boosting decision tree

Reference 15

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source=pdf_text observed=2026-07-30T17:44:13.256907Z digest=sha256:506b5d29851e09485748458020417bdeb0347a98ea5b9a297ca0cafd109f1598

Observation 688e3403-afd4-44be-971e-da7e64d8c574 · outbound

This paper cites Linkrank:Learning-to-rankforone-to-manyissue– commit traceability recovery.https://github.com/merealone2516/ LinkRank.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Linkrank:Learning-to-rankforone-to-manyissue– commit traceability recovery.https://github.com/merealone2516/ LinkRank

Reference 16

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source=pdf_text observed=2026-07-30T17:44:13.358746Z digest=sha256:4c26afe0c5ee0ff30a8070c650f00a075c6b015b59571b89b93e230d16d7f959

Observation d34822c0-b77d-4cd7-9c37-07e38e97a57d · outbound

This paper cites Btlink: automatic link recovery between issues and commits based on pre-trained bert model.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Btlink: automatic link recovery between issues and commits based on pre-trained bert model

Reference 17

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source=pdf_text observed=2026-07-30T17:44:13.427536Z digest=sha256:b12b7b6112df580d98368c637eca98f21b5668c1b6aeb0b61bacadec29e64bec

Observation 75fab864-a1b0-499f-b397-2abc8de02009 · outbound

This paper cites Rclinker:Automatedlinkingofissuereportsandcommitsleveraging richcontextualinformation,in:2015IEEE23rdInternationalConfer- ence on Program Comprehension, IEEE.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Rclinker:Automatedlinkingofissuereportsandcommitsleveraging richcontextualinformation,in:2015IEEE23rdInternationalConfer- ence on Program Comprehension, IEEE

Reference 18

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source=pdf_text observed=2026-07-30T17:44:13.468596Z digest=sha256:59902bc6d384ec861eb1293a72d727fca839e80ac3a122442918d91f7ffdc805

Observation 0af3207a-cae4-469a-b65a-d2f870325f5a · outbound

This paper cites Trace- ability transformed: Generating more accurate links with pre-trained bert models, in: 2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE), IEEE.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Trace- ability transformed: Generating more accurate links with pre-trained bert models, in: 2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE), IEEE

Reference 19

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Observation df5b1df0-5810-4db0-81dd-536f675a74a7 · outbound

This paper cites an unresolved cited work.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Unresolved cited work

Reference 20

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source=pdf_text observed=2026-07-30T17:44:13.648640Z digest=sha256:3296566c4dc229503d26b8be7a6f71d685a38ae6a304e5dd17e1f170f22ab188

Observation 49756715-4583-47a2-bf31-33233f990263 · outbound

This paper cites O’Reilly Media, Inc.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability O’Reilly Media, Inc

Reference 21

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source=pdf_text observed=2026-07-30T17:44:13.803600Z digest=sha256:2c0e90fad0505cd56b05701a105897eda6fd6b8e1c77ac4b7c1956f3a10a1f88

Observation 7fb5a016-525e-43c5-8bae-b9403402b7d0 · outbound

This paper cites an unresolved cited work.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Unresolved cited work

Reference 22

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source=pdf_text observed=2026-07-30T17:44:13.950035Z digest=sha256:9980def88130fc7a5ba204cc10cd8f3225b0b8d92b6dd344296744293650e483

Observation 92bfed01-e08a-46ca-9303-c7c3939206b9 · outbound

This paper cites Automated recovery ofissue-commitlinksleveragingbothtextualandnon-textualdata,in: 2021 IEEE International Conference on Software Maintenance and Evolution (ICSME), IEEE.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Automated recovery ofissue-commitlinksleveragingbothtextualandnon-textualdata,in: 2021 IEEE International Conference on Software Maintenance and Evolution (ICSME), IEEE

Reference 23

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source=pdf_text observed=2026-07-30T17:44:14.023132Z digest=sha256:72c1ec0fb13b5f89cbbc77238ff714b012d7fc782921e129619f9e7558c4b3fd

Observation 498302d8-717c-4634-9feb-ac935d750567 · outbound

This paper cites Using traceability to sup- port model-based regression testing, in: Proceedings of the 22nd IEEE/ACM International Conference on Automated Software Engi- neering, pp.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Using traceability to sup- port model-based regression testing, in: Proceedings of the 22nd IEEE/ACM International Conference on Automated Software Engi- neering, pp

Reference 24

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Observation 37cb1c87-ed59-4861-b5e4-a168c86a93e6 · outbound

This paper cites an unresolved cited work.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Unresolved cited work

Reference 25

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source=pdf_text observed=2026-07-30T17:44:14.216170Z digest=sha256:0b7bfe6555d7d4068a04f65a5c834066e2c77cb946aa75f6463a8312f8d1f966

Observation 9b069a7c-4ae1-41c1-9f8f-335d45dc6d27 · outbound

This paper cites Hermes: Using commit-issue linking to detect vulnerability-fixing commits, in: 2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), IEEE.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Hermes: Using commit-issue linking to detect vulnerability-fixing commits, in: 2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), IEEE

Reference 26

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Observation 9ef2491c-98bf-4457-b32c-fa082a0c5ab5 · outbound

This paper cites Successfuldeploymentofrequirementstraceabil- ity in a commercial engineering organization.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Successfuldeploymentofrequirementstraceabil- ity in a commercial engineering organization

Reference 27

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source=pdf_text observed=2026-07-30T17:44:14.331413Z digest=sha256:ed0b4f7037a445a6cba4b29d9a2bcff5fd0b48b6f2ba29f02f7af43b700feb29

Observation a7b63edb-6d8d-4d82-a1b1-0895f2924143 · outbound

This paper cites Traceability in the wild: automatically augmenting incomplete trace links, in: Proceedings of the 40th International Conference on Soft- ware Engineering, pp.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Traceability in the wild: automatically augmenting incomplete trace links, in: Proceedings of the 40th International Conference on Soft- ware Engineering, pp

Reference 28

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source=pdf_text observed=2026-07-30T17:44:14.398854Z digest=sha256:962dfaab590c0cf96671744529238517574a6d290f3f4be400668e42df64065c

Observation 202fae75-8db5-4f79-bbce-e78696144ce3 · outbound

This paper cites 3982–3992.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability 3982–3992

Reference 29

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source=pdf_text observed=2026-07-30T17:44:14.482429Z digest=sha256:f054d7d726f2b13a73b8f990a2c4bea055809e26c6afc1811d94ec50b8d3d446

Observation bc57fb2a-04aa-4179-97b9-04afb99f4014 · outbound

This paper cites Developing Safety-Critical Software: A Practical Guide for Aviation Software and DO-178C Compliance.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Developing Safety-Critical Software: A Practical Guide for Aviation Software and DO-178C Compliance

Reference 30

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source=pdf_text observed=2026-07-30T17:44:14.554925Z digest=sha256:89a85cc9db7efb11caa61529d07ded4038a849f835f5150d338d9459630c5c9c

Observation af9b58bb-9a87-409f-9c5d-3159f86d8535 · outbound

This paper cites The probabilistic relevance framework: Bm25 and beyond.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability The probabilistic relevance framework: Bm25 and beyond

Reference 31

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Observation 5c537f8f-d0f5-4fa9-aafd-6412ada0ef15 · outbound

This paper cites Deeplink: Recovering issue-commit links based on deep learning.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Deeplink: Recovering issue-commit links based on deep learning

Reference 32

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source=pdf_text observed=2026-07-30T17:44:14.721436Z digest=sha256:f0c3f5bb39f66cddb3103716cc88b9583040741573ef111f9a07835c99e80fe3

Observation 80dd1beb-4f99-45e9-895f-a5731b80d99d · outbound

This paper cites an unresolved cited work.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Unresolved cited work

Reference 33

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source=pdf_text observed=2026-07-30T17:44:14.854220Z digest=sha256:052682124c5545d886c8fd942a31089c4761fb5fc3796ccfe4864e0963909bea

Observation 788b7d63-a845-4a09-9a00-5955648b0a6c · outbound

This paper cites Theproductbacklog,in:2019 IEEE/ACM 41st International Conference on Software Engineering (ICSE), IEEE.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Theproductbacklog,in:2019 IEEE/ACM 41st International Conference on Software Engineering (ICSE), IEEE

Reference 34

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source=pdf_text observed=2026-07-30T17:44:15.021898Z digest=sha256:d3f39cc182311c84c7fa3c301a09e2c8eb242934aedfdfdf84b8fed50447eb7b

Observation 7a590db4-cafc-43bb-bab7-832375f9693b · outbound

This paper cites Bugzilla, itracker, and other bug trackers.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Bugzilla, itracker, and other bug trackers

Reference 35

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Observation 04c00c56-5a90-44dd-a3e1-204cb3824581 · outbound

This paper cites Cross-validatorychoiceandassessmentofstatistical predictions.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Cross-validatorychoiceandassessmentofstatistical predictions

Reference 36

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Observation 8c6faecb-3677-42f8-a9cb-0bab5897a251 · outbound

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LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Unresolved cited work

Reference 37

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Observation bf19f55e-6507-4653-b1e9-f1911ac06a6c · outbound

This paper cites Frlink:Improvingtherecoveryof missing issue-commit links by revisiting file relevance.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Frlink:Improvingtherecoveryof missing issue-commit links by revisiting file relevance

Reference 38

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Observation 4bab144c-2b94-4872-8db3-123918dfda83 · outbound

This paper cites Mplinker:Multi- template prompt-tuning with adversarial training for issue-commit link recovery.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Mplinker:Multi- template prompt-tuning with adversarial training for issue-commit link recovery

Reference 39

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Observation 0ddd91ce-ab16-43b8-b3b2-e1104131bc58 · outbound

This paper cites Wilcoxonsigned-ranktest.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Wilcoxonsigned-ranktest

Reference 40

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Observation 8ae8e438-3112-47ca-97c8-8c4ec1b8f6b4 · outbound

This paper cites Improving miss- ing issue-commit link recovery using positive and unlabeled data, in: 2017 32nd IEEE/ACM International Conference on Automated Software Engineering (ASE), IEEE.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Improving miss- ing issue-commit link recovery using positive and unlabeled data, in: 2017 32nd IEEE/ACM International Conference on Automated Software Engineering (ASE), IEEE

Reference 41

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Observation 8dae914f-eaa0-4659-b1ad-a2f33fa47c00 · outbound

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LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Unresolved cited work

Reference 42

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Observation a14dd330-988b-4df1-b052-10d250bc2e47 · outbound

This paper cites an unresolved cited work.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Unresolved cited work

Reference 43

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Observation 2497a1aa-54ff-4d78-9255-610d6a7e1ca6 · outbound

This paper cites Versioncontrolsystem: A review.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Versioncontrolsystem: A review

Reference 44

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Observation c8738676-e3a2-4c10-921f-77523a00bfdc · outbound

This paper cites Relink: recovering links between bugs and changes, in: Proceedings of the 19th ACM SIGSOFTsymposiumandthe13thEuropeanconferenceonFounda- tions of software engineering, pp.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Relink: recovering links between bugs and changes, in: Proceedings of the 19th ACM SIGSOFTsymposiumandthe13thEuropeanconferenceonFounda- tions of software engineering, pp

Reference 45

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source=pdf_text observed=2026-07-30T17:44:15.676838Z digest=sha256:8a1d8f239163846e28282dd992a804cfbee4d0ea1ac4626c4e60be5c6817c2aa

Observation a14cdb48-c08f-4647-b640-8bfc15058044 · outbound

This paper cites an unresolved cited work.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Unresolved cited work

Reference 2010

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Observation e358379b-7686-40a2-8b7e-ff43a5e3e58d · outbound

This paper cites an unresolved cited work.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Unresolved cited work

Reference 2014

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source=pdf_text observed=2026-07-30T17:44:12.997519Z digest=sha256:b58ba467758dadddffc0876899c57592eba453077304af41b320d66c36ab2ba2

Observation feb609b7-7bac-433b-b5ef-9cf2db7702e0 · outbound

This paper cites an unresolved cited work.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Unresolved cited work

Reference 2015

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source=pdf_text observed=2026-07-30T17:44:13.731100Z digest=sha256:cbc5bde59efa2cd60eabad835808c5b3e166cde91cd942751cbec3da33f8b065

Observation c8307d12-2131-446c-bb29-ddb074582e68 · outbound

This paper cites an unresolved cited work.

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability Unresolved cited work

Reference 2023

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source=pdf_text observed=2026-07-30T17:44:15.862736Z digest=sha256:ea869c254bed8108be7c28ff63169f1ee234d9022b9ddab86122c9a7e0cd1391

Pith citing papers

No inbound Pith citation observations are available.