Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T19:40:21.657684Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T19:40:21.657684Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-30T17:44:12.319114Z
A source-named dated measurement, never combined with another source.
Source: cited_works
61 of 61 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 334e33f6-c3af-4e4f-b6d4-e84a59c3af2d · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery LinkAnchor’s replication package
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8774e527-0a4a-4cc4-bfc9-cd570323f672 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20adb5d2-a31e-4309-91c6-382503dae9f4 · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Leveraging in- termediate artifacts to improve automated trace link retrieval,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 515875ac-e3db-4af1-a588-d5dbd26e5ea1 · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Lissa: Toward generic traceability link recovery through retrieval- augmented generation,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c3b9f36-ef4d-4899-b51a-2385d238eb7a · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Aroma: Automatic reproduction of maven artifacts,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3b6b82a-399d-46ef-8873-5997cfc5622b · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Stack overflow developer survey 2022: Ver- sion control systems
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d523525e-6603-423f-9dfb-94aca5a53f2a · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Deeplink: Recovering issue- commit links based on deep learning,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9272a654-9357-4fc8-86f1-44c2a913d391 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6648bde-8ce0-4529-a9e5-af1f910002b1 · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Feature location in source code: a taxonomy and survey,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f27a757-99aa-46d7-b32d-4f2da5f8d90a · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Who should fix this bug?,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fde668ea-bc84-4acc-a453-718421a43705 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c972c926-f51d-4b0b-8b79-8e434f17afee · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23dd0779-e83d-44b4-b432-d68ecbc0952e · outbound
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
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.
Observation f3608601-ec68-4cf3-8f5a-26c9e4f44f88 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bce9b2ec-4082-4a67-b37d-21cdd1abd8d4 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e11f60d9-e401-4687-8103-3f26f69bbf3e · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3859e94-792e-4eb8-b8b6-f20f296b6fba · outbound
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
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.
Observation 096d7854-8eda-47d0-9a20-ef0210274140 · outbound
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
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.
Observation 879b0f86-cb15-4120-bd42-d6bd13bac4cf · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1ac8d05-d569-4230-8c6f-eba4f1bbe24c · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8349e5cf-81a0-498e-a09c-4762ee2aa5de · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ed5d6ec-863b-4788-b71d-e395cfca5bd9 · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Bert: Pre-training of deep bidirectional transformers for language understanding,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a3e9aa9-794e-45ae-b43a-88a4631704b1 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f49d0f1-1293-4508-8e79-5792ad113052 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 376b5fee-352d-4319-a047-2bc6367a8684 · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Tree-sitter: An incremental parsing system for programming tools
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05ecc77f-8652-48d2-8eb1-1f9ad92f4d87 · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery The initial incomplete commit in the first motivating example
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46f463b1-2d65-4a05-a1f6-06fc93148ee2 · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery The issue in the first motivating example
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 001b6dd1-105c-4c61-a00d-342d250f321e · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery The final fix commit in the first motivating ex- ample
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e881c37b-39c0-4dab-a4f3-b42aaf623ceb · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Issue discussion example with explicit commit reference
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41160bc9-dadf-4807-9063-d6f8dd190f83 · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Estimating the number of remaining links in traceability recovery,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53687f87-06ab-4469-8678-36d50d760510 · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Automatic traceability main- tenance via machine learning classification,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f3bc434-2dbe-4734-8cb2-b132fa5c0191 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39da228b-f1a0-4d79-b493-4db3d4754076 · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Recovering traceability links between code and documentation,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5f7cd35-416e-4bda-af9e-a0f659a4b337 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 332afc83-94b0-43e4-b2da-8b80362cdcc6 · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery On the role of semantics in automated requirements tracing,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ea861a5-66f4-4e9e-985b-0f23d0ec2a56 · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Towards feature-aware retrieval of refinement traces,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6eef776f-774d-45bf-b10c-ca1b296f5a43 · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Enhancing an artefact management system with traceability recovery features,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 908c4987-b78e-49d9-84b8-8caec6001e75 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80995ef2-d35e-4363-b16f-57a616ecf042 · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Technique integration for requirements assessment,
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c43ee6ac-d897-4da6-ab32-19b6deb7ee6b · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Software trace- ability with topic modeling,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 870f82c1-e9b9-4234-90f1-f7e8d9683481 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b34dd4e-bba7-46fe-941f-bc8cdb4e86f5 · outbound
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
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.
Observation 8a20a9ca-637f-45e4-b4d5-a895a9261797 · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Supporting requirements traceability through refactoring,
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a55f695a-394e-4723-9d8d-07c216391dfe · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bcb75191-9981-4109-9244-b98a544c6ebe · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8f9cc7d-20ef-4700-9601-323e652639b9 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73c1f77e-7d28-4b5c-87d3-de71bd5bbd5d · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Semantically enhanced soft- ware traceability using deep learning techniques,
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c0c63ed-ed6e-4580-810a-2a837eb4d5a1 · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Recovering trace links between software documentation and code,
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9884ac4-3d17-4361-ba22-2aa170d6139d · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Recovering transitive traceability links among software artifacts,
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64c59a21-79af-4021-bf70-191679a67232 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 690727d1-733e-4891-a59e-bd1cfcfc3072 · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery CodeBERT: A Pre-Trained Model for Programming and Natural Languages
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6739ac3-0b35-411e-87a8-04220ab29c2e · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery RoBERTa: A Robustly Optimized BERT Pretraining Approach
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e46d8a90-8e18-44bd-b772-5fe76609d65b · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85b8fff3-a09d-4ad6-a79a-a3a0dd8a4acb · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery RepairAgent: An Autonomous, LLM-Based Agent for Program Repair
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53934214-8de2-4c18-9d1b-2315ad78352e · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 352c6977-a88e-4b45-aa10-f9677a1c8193 · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Function calling
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c1ccc95-dd68-46fa-b3b1-a255eaff3fe6 · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery CodeSearchNet Challenge: Evaluating the State of Semantic Code Search
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d8695f4-03ac-49ff-9995-009d33140934 · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Opportunities and challenges in code search tools,
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ce0b8e2-ddb2-4b2d-96d5-e397a26583b9 · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Gpt-4o model description
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c0370da-a66e-4809-841b-7801c513b00e · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Openai’s gpt-4o - ai model details,
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4fe7f7a6-b116-4c37-b5a5-3556dae73d46 · outbound
LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery Unresolved cited work
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c130e7d-3c0b-4de6-b6e9-cfb233b8c76d · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.