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Paper Citation Record · LEDGER

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery

As of 20 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 1 inbound Pith citation observation for arXiv:2508.12232.

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

pith.paper-citation-record.v1
2508.12232 v5

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T19:40:21.657684Z

measured 62 of 62 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-30T17:44:12.319114Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

61 of 61 outbound references displayed

  • verified exact0
  • verified fuzzy4
  • unresolved57
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 334e33f6-c3af-4e4f-b6d4-e84a59c3af2d · outbound

This paper cites LinkAnchor’s replication package.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery LinkAnchor’s replication package

Reference 1

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T19:40:18.485727Z digest=sha256:9fe496430a75ccdb647f8bae90fc9dc5ab20b069a1aae4377ae2a0722200e68a

Observation 8774e527-0a4a-4cc4-bfc9-cd570323f672 · outbound

This paper cites Improving the effectiveness of traceability link recovery using hierarchical bayesian networks,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Improving the effectiveness of traceability link recovery using hierarchical bayesian networks,

Reference 2

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source=pdf_text observed=2026-08-05T19:40:18.534754Z digest=sha256:a86e7319bcd7574ecf443b71bbc743d269054af1e965368b24e8e71880f0af84

Observation 20adb5d2-a31e-4309-91c6-382503dae9f4 · outbound

This paper cites Leveraging in- termediate artifacts to improve automated trace link retrieval,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Leveraging in- termediate artifacts to improve automated trace link retrieval,

Reference 3

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source=pdf_text observed=2026-08-05T19:40:18.556676Z digest=sha256:5258afecb32dc43038c6e1905d27b1b48919fdc523fa36fc814d80ab248c682f

Observation 515875ac-e3db-4af1-a588-d5dbd26e5ea1 · outbound

This paper cites Lissa: Toward generic traceability link recovery through retrieval- augmented generation,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Lissa: Toward generic traceability link recovery through retrieval- augmented generation,

Reference 4

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source=pdf_text observed=2026-08-05T19:40:18.584557Z digest=sha256:fa49922fe5454321409f0ca3d2b48421cece945523b14c9d3c22d51642835281

Observation 8c3b9f36-ef4d-4899-b51a-2385d238eb7a · outbound

This paper cites Aroma: Automatic reproduction of maven artifacts,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Aroma: Automatic reproduction of maven artifacts,

Reference 5

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source=pdf_text observed=2026-08-05T19:40:18.634856Z digest=sha256:5b7f5c5f5afa239ee997cacac877759e9d25eef0c1685d13ae6672c453409419

Observation c3b6b82a-399d-46ef-8873-5997cfc5622b · outbound

This paper cites Stack overflow developer survey 2022: Ver- sion control systems.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Stack overflow developer survey 2022: Ver- sion control systems

Reference 6

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source=pdf_text observed=2026-08-05T19:40:18.694748Z digest=sha256:49fb01e4232870427b0b396564610f308c36819d54c9d23c6d1752edd1fbb2cc

Observation d523525e-6603-423f-9dfb-94aca5a53f2a · outbound

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

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Deeplink: Recovering issue- commit links based on deep learning,

Reference 7

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source=pdf_text observed=2026-08-05T19:40:18.716520Z digest=sha256:6f68653a39f1ef58f03150a9c197f5b7633281b4371199ddc5c3754ea2785e50

Observation 9272a654-9357-4fc8-86f1-44c2a913d391 · outbound

This paper cites Rclinker: Automated linking of issue reports and commits leveraging rich con- textual information,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Rclinker: Automated linking of issue reports and commits leveraging rich con- textual information,

Reference 8

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T19:40:19.763039Z digest=sha256:f2af15ff38f7937c069e6abc7f3cc60129106579d1b02b605847ca5efd263b83

Observation a6648bde-8ce0-4529-a9e5-af1f910002b1 · outbound

This paper cites Feature location in source code: a taxonomy and survey,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Feature location in source code: a taxonomy and survey,

Reference 9

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source=pdf_text observed=2026-08-05T19:40:19.820667Z digest=sha256:df8d2ea3f8522b55fd77db7ffd26ce70ba229e1471a71056750cda75f55a1582

Observation 2f27a757-99aa-46d7-b32d-4f2da5f8d90a · outbound

This paper cites Who should fix this bug?,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Who should fix this bug?,

Reference 10

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source=pdf_text observed=2026-08-05T19:40:19.855423Z digest=sha256:06b691f9cc90c5675a5705e9174bb28dba080a9ad6ec4b85418a18586f74360a

Observation fde668ea-bc84-4acc-a453-718421a43705 · outbound

This paper cites A literature review of automatic traceability links recovery for software change impact analysis,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery A literature review of automatic traceability links recovery for software change impact analysis,

Reference 11

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source=pdf_text observed=2026-08-05T19:40:19.904747Z digest=sha256:87b75eac6fb5fb87e822480187993501710b96cf94a7a3fa18c9c764379f91c1

Observation c972c926-f51d-4b0b-8b79-8e434f17afee · outbound

This paper cites Successful deployment of requirements traceability in a commercial engineering organization... really,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Successful deployment of requirements traceability in a commercial engineering organization... really,

Reference 12

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source=pdf_text observed=2026-08-05T19:40:19.954830Z digest=sha256:df2057dafc47be9eb5d888122ab7ca42b776891d0fc06a9c2b45fe668c466bb1

Observation 23dd0779-e83d-44b4-b432-d68ecbc0952e · outbound

This paper cites Frlink: Improving the recovery of missing issue-commit links by revisiting file relevance,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Frlink: Improving the recovery of missing issue-commit links by revisiting file relevance,

Reference 13

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verified fuzzy
raw_fallback, observed 2026-08-05T19:40:23.410700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T19:40:20.004832Z digest=sha256:588e9d45830a9a212966657b5c2f007d6235cbf486a1f93a122ec953bef5f845

Observation f3608601-ec68-4cf3-8f5a-26c9e4f44f88 · outbound

This paper cites Automated recovery of issue-commit links leveraging both textual and non-textual data,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Automated recovery of issue-commit links leveraging both textual and non-textual data,

Reference 14

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source=pdf_text observed=2026-08-05T19:40:20.060612Z digest=sha256:f0cec56d344276415e5b1e7ed6e9a2ccea834271c2818c3be0b610d60abfaf95

Observation bce9b2ec-4082-4a67-b37d-21cdd1abd8d4 · outbound

This paper cites Multi- layered approach for recovering links between bug reports and fixes,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Multi- layered approach for recovering links between bug reports and fixes,

Reference 15

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source=pdf_text observed=2026-08-05T19:40:20.107470Z digest=sha256:34570011924df6938c7bab46837aa49831f6a26112c5380933e9d6e46f46651b

Observation e11f60d9-e401-4687-8103-3f26f69bbf3e · outbound

This paper cites Improving missing issue- commit link recovery using positive and unlabeled data,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Improving missing issue- commit link recovery using positive and unlabeled data,

Reference 16

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source=pdf_text observed=2026-08-05T19:40:20.124750Z digest=sha256:4c23c45f5d989230a57d082784b578314cefb8ad52a194b97e714302a7d869d5

Observation b3859e94-792e-4eb8-b8b6-f20f296b6fba · outbound

This paper cites Deeplink: A code knowledge graph based deep learning approach for issue-commit link recovery,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Deeplink: A code knowledge graph based deep learning approach for issue-commit link recovery,

Reference 17

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raw_fallback, observed 2026-08-05T19:40:23.287882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T19:40:20.167135Z digest=sha256:6270f05081de6f7c0d5ecc2c05da739e2598c9ab1116a12d6c296293268d6495

Observation 096d7854-8eda-47d0-9a20-ef0210274140 · outbound

This paper cites Promptlink: Multi-template prompt learning with adversarial training for issue-commit link recov- ery,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Promptlink: Multi-template prompt learning with adversarial training for issue-commit link recov- ery,

Reference 18

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raw_fallback, observed 2026-08-05T19:40:23.251652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T19:40:20.224757Z digest=sha256:466fae92253ed81d5b42e2411d78d325b40479306561d41ce88483fb24c023d7

Observation 879b0f86-cb15-4120-bd42-d6bd13bac4cf · outbound

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

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Mplinker: Multi- template prompt-tuning with adversarial training for issue-commit link recovery,

Reference 19

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source=pdf_text observed=2026-08-05T19:40:20.264748Z digest=sha256:1f2886cb528d81513fdbba131883d9b2fe6cd92c793a70b327f2e38688847f35

Observation a1ac8d05-d569-4230-8c6f-eba4f1bbe24c · outbound

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

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Btlink: automatic link recovery between issues and commits based on pre-trained bert model,

Reference 20

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source=pdf_text observed=2026-08-05T19:40:20.284565Z digest=sha256:9a1ddde514ae154657c371ee09a980027ef56ed3d0f6034380e8f4b169515beb

Observation 8349e5cf-81a0-498e-a09c-4762ee2aa5de · outbound

This paper cites Traceability transformed: Generating more accurate links with pre-trained bert mod- els,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Traceability transformed: Generating more accurate links with pre-trained bert mod- els,

Reference 21

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source=pdf_text observed=2026-08-05T19:40:20.316269Z digest=sha256:30db21eb524ba94a225eb50775d3114fbbb8ee5f6045101ccbe54cbc6537d837

Observation 0ed5d6ec-863b-4788-b71d-e395cfca5bd9 · outbound

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

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Bert: Pre-training of deep bidirectional transformers for language understanding,

Reference 22

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source=pdf_text observed=2026-08-05T19:40:20.356793Z digest=sha256:9c056b7825a9d6da849c06e5e0b1964edb8d61add671a3941f71ad4f19b4a40f

Observation 4a3e9aa9-794e-45ae-b43a-88a4631704b1 · outbound

This paper cites Ealink: An efficient and accurate pre-trained framework for issue-commit link recovery,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Ealink: An efficient and accurate pre-trained framework for issue-commit link recovery,

Reference 23

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source=pdf_text observed=2026-08-05T19:40:20.390428Z digest=sha256:3624d3c22521659ada19e0802a8d584eb01a14da65fde6c67f5dc1ffa0f7bc31

Observation 1f49d0f1-1293-4508-8e79-5792ad113052 · outbound

This paper cites Semi-supervised pre-processing for learning-based traceability framework on real-world software projects,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Semi-supervised pre-processing for learning-based traceability framework on real-world software projects,

Reference 24

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source=pdf_text observed=2026-08-05T19:40:20.424372Z digest=sha256:4718422a5fb3a2ff23ae0e8b82f1b7313b75ff0333787f4c7d08856370bcc471

Observation 376b5fee-352d-4319-a047-2bc6367a8684 · outbound

This paper cites Tree-sitter: An incremental parsing system for programming tools.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Tree-sitter: An incremental parsing system for programming tools

Reference 25

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source=pdf_text observed=2026-08-05T19:40:20.464763Z digest=sha256:8aaedeaf41c18b7d5d5ebb072388391d07908ffab666bd34bcdae7d9a7633118

Observation 05ecc77f-8652-48d2-8eb1-1f9ad92f4d87 · outbound

This paper cites The initial incomplete commit in the first motivating example.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery The initial incomplete commit in the first motivating example

Reference 26

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source=pdf_text observed=2026-08-05T19:40:20.495011Z digest=sha256:5bd8408f84514de9f7cef94174174bb8c702bd499a1d47da3dc6a5363106af35

Observation 46f463b1-2d65-4a05-a1f6-06fc93148ee2 · outbound

This paper cites The issue in the first motivating example.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery The issue in the first motivating example

Reference 27

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source=pdf_text observed=2026-08-05T19:40:20.524742Z digest=sha256:21438ce24a5b442293c4165e5c39183ff6b328d1a94af496444d6658e0f80c90

Observation 001b6dd1-105c-4c61-a00d-342d250f321e · outbound

This paper cites The final fix commit in the first motivating ex- ample.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery The final fix commit in the first motivating ex- ample

Reference 28

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source=pdf_text observed=2026-08-05T19:40:20.552493Z digest=sha256:b53ff76309440f5ba3ed35f11adeb33b58da521b6f9e1644210ad839488116d5

Observation e881c37b-39c0-4dab-a4f3-b42aaf623ceb · outbound

This paper cites Issue discussion example with explicit commit reference.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Issue discussion example with explicit commit reference

Reference 29

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source=pdf_text observed=2026-08-05T19:40:20.594746Z digest=sha256:d6bf245e72322589b78a9feb274c3d987c655b4da6f4a6ee235ee409a2b2b805

Observation 41160bc9-dadf-4807-9063-d6f8dd190f83 · outbound

This paper cites Estimating the number of remaining links in traceability recovery,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Estimating the number of remaining links in traceability recovery,

Reference 30

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source=pdf_text observed=2026-08-05T19:40:20.634747Z digest=sha256:654734cddcbeb5d3af5b4be053358648e3b1a462e76108c493761a03c202f144

Observation 53687f87-06ab-4469-8678-36d50d760510 · outbound

This paper cites Automatic traceability main- tenance via machine learning classification,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Automatic traceability main- tenance via machine learning classification,

Reference 31

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source=pdf_text observed=2026-08-05T19:40:20.684828Z digest=sha256:696d6c83b7d33b901289b8149e5eca35523a03a93f74351cd847cb28d91f0591

Observation 9f3bc434-2dbe-4734-8cb2-b132fa5c0191 · outbound

This paper cites Advancing candidate link generation for requirements tracing: The study of methods,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Advancing candidate link generation for requirements tracing: The study of methods,

Reference 32

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T19:40:20.713868Z digest=sha256:ee85a16208eae8017b999d8196dacc3796fe0fb953d33cf5d50d0fbd828a35e6

Observation 39da228b-f1a0-4d79-b493-4db3d4754076 · outbound

This paper cites Recovering traceability links between code and documentation,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Recovering traceability links between code and documentation,

Reference 33

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T19:40:20.744966Z digest=sha256:1a93b78700966f6711b6fa6f9cd4bbf08b94dc12957fba234f30622b0a76201a

Observation b5f7cd35-416e-4bda-af9e-a0f659a4b337 · outbound

This paper cites On inte- grating orthogonal information retrieval methods to improve traceability recovery,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery On inte- grating orthogonal information retrieval methods to improve traceability recovery,

Reference 34

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source=pdf_text observed=2026-08-05T19:40:20.784817Z digest=sha256:d89c808cee1dc4759626d920c4befd59175705640b1d714b311b684ab69b23d1

Observation 332afc83-94b0-43e4-b2da-8b80362cdcc6 · outbound

This paper cites On the role of semantics in automated requirements tracing,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery On the role of semantics in automated requirements tracing,

Reference 35

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source=pdf_text observed=2026-08-05T19:40:20.844747Z digest=sha256:c0339589a0f5151c870b436deea997bd2e12e3edb34b3adcf9db3447ab17b7c3

Observation 8ea861a5-66f4-4e9e-985b-0f23d0ec2a56 · outbound

This paper cites Towards feature-aware retrieval of refinement traces,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Towards feature-aware retrieval of refinement traces,

Reference 36

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source=pdf_text observed=2026-08-05T19:40:20.884975Z digest=sha256:06cf20247a05aa852c45b1f6443c638bed3aca6db9f4dc47399a66a754623cf5

Observation 6eef776f-774d-45bf-b10c-ca1b296f5a43 · outbound

This paper cites Enhancing an artefact management system with traceability recovery features,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Enhancing an artefact management system with traceability recovery features,

Reference 37

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source=pdf_text observed=2026-08-05T19:40:20.934754Z digest=sha256:561fdf8f388327fbfd280b554a6e2eb03a19b68b88f373b2b12ebed58f11f57c

Observation 908c4987-b78e-49d9-84b8-8caec6001e75 · outbound

This paper cites Recovering documentation-to-source-code traceability links using latent semantic indexing,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Recovering documentation-to-source-code traceability links using latent semantic indexing,

Reference 38

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source=pdf_text observed=2026-08-05T19:40:20.968790Z digest=sha256:aadd2f77db3c0d4e7a8e2949f64c095d1aad1a6466c5342c4d9c18135d07dd05

Observation 80995ef2-d35e-4363-b16f-57a616ecf042 · outbound

This paper cites Technique integration for requirements assessment,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Technique integration for requirements assessment,

Reference 39

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source=pdf_text observed=2026-08-05T19:40:21.012032Z digest=sha256:9cef36cf35a0478fbcd78bc7c6902f7310d13b42f121c34a125cc9777ac26116

Observation c43ee6ac-d897-4da6-ab32-19b6deb7ee6b · outbound

This paper cites Software trace- ability with topic modeling,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Software trace- ability with topic modeling,

Reference 40

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source=pdf_text observed=2026-08-05T19:40:21.054748Z digest=sha256:968b59597748e0693cabc3ec12c9e7f46f1713ac8cf1df949456441b210f706f

Observation 870f82c1-e9b9-4234-90f1-f7e8d9683481 · outbound

This paper cites Using consensual biterms from text structures of requirements and code to improve ir-based traceability recovery,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Using consensual biterms from text structures of requirements and code to improve ir-based traceability recovery,

Reference 41

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source=pdf_text observed=2026-08-05T19:40:21.104745Z digest=sha256:feb08dcf9e67a4d8580c2b33fe786fc0fff19b62624b1e8ffc2cd2d4edf77763

Observation 8b34dd4e-bba7-46fe-941f-bc8cdb4e86f5 · outbound

This paper cites Improving traceability link recovery using fine-grained requirements-to-code relations,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Improving traceability link recovery using fine-grained requirements-to-code relations,

Reference 42

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verified fuzzy
raw_fallback, observed 2026-08-05T19:40:22.717241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T19:40:21.167851Z digest=sha256:da7fc6d054c63f8ed7771f7c20f5725905e35a09778c30c75b08ffaab930ff92

Observation 8a20a9ca-637f-45e4-b4d5-a895a9261797 · outbound

This paper cites Supporting requirements traceability through refactoring,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Supporting requirements traceability through refactoring,

Reference 43

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source=pdf_text observed=2026-08-05T19:40:21.185665Z digest=sha256:64bd4544eeffdebb76ace94f72a90f67e752511862caeeaf99da1d71e72c4bda

Observation a55f695a-394e-4723-9d8d-07c216391dfe · outbound

This paper cites Using frugal user feedback with closeness analysis on code to improve ir-based traceability recovery,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Using frugal user feedback with closeness analysis on code to improve ir-based traceability recovery,

Reference 44

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source=pdf_text observed=2026-08-05T19:40:21.220330Z digest=sha256:944f15713f5babee33f8b5825954dfa32557459f63e1f324815031448336ca84

Observation bcb75191-9981-4109-9244-b98a544c6ebe · outbound

This paper cites An ir-based artificial bee colony approach for traceability link recovery,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery An ir-based artificial bee colony approach for traceability link recovery,

Reference 45

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no resolver link, observed 2026-08-05T19:40:21.245577Z

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source=pdf_text observed=2026-08-05T19:40:21.245577Z digest=sha256:b0784cbee50859a3dd6024a09e20a46c3c06959d5027fafb554875bf5081c5cd

Observation b8f9cc7d-20ef-4700-9601-323e652639b9 · outbound

This paper cites Multi-objective information retrieval- based nsga-ii optimization for requirements traceability recovery,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Multi-objective information retrieval- based nsga-ii optimization for requirements traceability recovery,

Reference 46

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source=pdf_text observed=2026-08-05T19:40:21.259982Z digest=sha256:7f99f50dc386715cf95a0f015cbac2302548f7f7459ce6bc4de47f0b143dd01a

Observation 73c1f77e-7d28-4b5c-87d3-de71bd5bbd5d · outbound

This paper cites Semantically enhanced soft- ware traceability using deep learning techniques,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Semantically enhanced soft- ware traceability using deep learning techniques,

Reference 47

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source=pdf_text observed=2026-08-05T19:40:21.290209Z digest=sha256:05cea40b97af575bb0cd2779faf9f7895582399384899d851efa72ac68b73123

Observation 4c0c63ed-ed6e-4580-810a-2a837eb4d5a1 · outbound

This paper cites Recovering trace links between software documentation and code,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Recovering trace links between software documentation and code,

Reference 48

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source=pdf_text observed=2026-08-05T19:40:21.309266Z digest=sha256:29a4de40e1acc2d42037453f760e6f737e5277f2af900e8969539cae7231a216

Observation f9884ac4-3d17-4361-ba22-2aa170d6139d · outbound

This paper cites Recovering transitive traceability links among software artifacts,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Recovering transitive traceability links among software artifacts,

Reference 49

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source=pdf_text observed=2026-08-05T19:40:21.348426Z digest=sha256:b803c815f6ab70fef1104e9eefa0e70a5ccf6cb65b3f3f19de64d02277510530

Observation 64c59a21-79af-4021-bf70-191679a67232 · outbound

This paper cites Prompts matter: Insights and strategies for prompt engineering in automated software traceability,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Prompts matter: Insights and strategies for prompt engineering in automated software traceability,

Reference 50

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source=pdf_text observed=2026-08-05T19:40:21.370624Z digest=sha256:9c358a29a736fc034505407e09224d9bc28347f3ba3640b1f286698fe55c617a

Observation 690727d1-733e-4891-a59e-bd1cfcfc3072 · outbound

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

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Reference 51

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source=pdf_text observed=2026-08-05T19:40:21.396122Z digest=sha256:ac9735160a7deed5823cf944cd5081037d0461109160fba8fb8bc0384620069e

Observation b6739ac3-0b35-411e-87a8-04220ab29c2e · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 52

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source=pdf_text observed=2026-08-05T19:40:21.424747Z digest=sha256:98dda72a87fc4b953a2527324490d963e5a85db854d5ce0effdd72717d0bfdc6

Observation e46d8a90-8e18-44bd-b772-5fe76609d65b · outbound

This paper cites A quantitative and qualitative evaluation of llm-based explainable fault localization,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery A quantitative and qualitative evaluation of llm-based explainable fault localization,

Reference 53

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source=pdf_text observed=2026-08-05T19:40:21.481022Z digest=sha256:ee7a6598c17da93869bbb559bf37b22fb414a6179279cd53ddad456cd4b123b4

Observation 85b8fff3-a09d-4ad6-a79a-a3a0dd8a4acb · outbound

This paper cites RepairAgent: An Autonomous, LLM-Based Agent for Program Repair.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery RepairAgent: An Autonomous, LLM-Based Agent for Program Repair

Reference 54

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unresolved
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source=pdf_text observed=2026-08-05T19:40:21.514745Z digest=sha256:fbfd03ff348977309b8fa40993bd18a56d14d7cf515c72205ed5565d83a1bc39

Observation 53934214-8de2-4c18-9d1b-2315ad78352e · outbound

This paper cites You Name It, I Run It: An LLM Agent to Execute Tests of Arbitrary Projects.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery You Name It, I Run It: An LLM Agent to Execute Tests of Arbitrary Projects

Reference 55

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unresolved
no resolver link, observed 2026-08-05T19:40:21.543189Z

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source=pdf_text observed=2026-08-05T19:40:21.543189Z digest=sha256:a1d510b75850c82954926761f35bd192549ba7f7f714b2f9c08c72c354c1547a

Observation 352c6977-a88e-4b45-aa10-f9677a1c8193 · outbound

This paper cites Function calling.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Function calling

Reference 56

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unresolved
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source=pdf_text observed=2026-08-05T19:40:21.575568Z digest=sha256:255874b07bbcfcf14f14f38ac23200fb10b611ff574e0a2831c733406936ada6

Observation 0c1ccc95-dd68-46fa-b3b1-a255eaff3fe6 · outbound

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

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 57

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unresolved
no resolver link, observed 2026-08-05T19:40:21.585950Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-05T19:40:21.585950Z digest=sha256:0621d026882791aaa1e4b5b3032d410f005d13d38f48bdb8222d1db54af8a399

Observation 4d8695f4-03ac-49ff-9995-009d33140934 · outbound

This paper cites Opportunities and challenges in code search tools,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Opportunities and challenges in code search tools,

Reference 58

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source=pdf_text observed=2026-08-05T19:40:21.589373Z digest=sha256:09e48665e93558c7f4044da19c85e87366bcfd320e0514ca47f2e3b11eeead2e

Observation 5ce0b8e2-ddb2-4b2d-96d5-e397a26583b9 · outbound

This paper cites Gpt-4o model description.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Gpt-4o model description

Reference 59

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T19:40:21.609564Z digest=sha256:1c1082f8cc682c5c6a318e682fd01e749a52089a18ca3d4f57d101eb9b900d55

Observation 2c0370da-a66e-4809-841b-7801c513b00e · outbound

This paper cites Openai’s gpt-4o - ai model details,.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Openai’s gpt-4o - ai model details,

Reference 60

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T19:40:21.625105Z digest=sha256:d742fac29282481a5e30b96936b799aef3e349d34b4d293c7912d1a690fb951d

Observation 4fe7f7a6-b116-4c37-b5a5-3556dae73d46 · outbound

This paper cites an unresolved cited work.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Unresolved cited work

Reference 61

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source=pdf_text observed=2026-08-05T19:40:21.657684Z digest=sha256:22a74c762d5d9125cc35d5b7b03f813c48bae0025ed0f65d407ab7af40b667e3

Pith citing papers

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

LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability cites this paper.

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