Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T18:21:02.425607Z
Paper Citation Record · LEDGER
As of 16 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 4 inbound Pith citation observations for arXiv:2507.18316.
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 2026-08-15T18:21:02.425607Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-14T04:41:25.415066Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-29T23:24:01.413754Z
50 of 50 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 2b4d225e-0b2f-4a4b-a93f-1e7cd91e3c77 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3aad5814-622d-4736-a9a3-afbf79da22bd · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6d12fb2-f5d9-466a-b497-091a6c871616 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47cfbb5f-3e12-4a99-8170-75ae6213052b · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c0474c47-457c-49bf-87a5-d16b829ad79e · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aead7345-e170-4184-ac26-935185533b4c · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Barr, Mark Harman, Phil McMinn, Muzammil Shahbaz, and Shin Yoo
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71f4ec19-15cb-41bf-8d37-18972a58d7f0 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation PRIMG : Efficient LLM-driven Test Generation Using Mutant Prioritization
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 981f7ebb-4c20-4a91-b8f0-53eb55488bae · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8d1d4cbd-1cd1-43e1-98ce-cf7ea1aa4b6b · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c0af5c32-73eb-4b80-9d39-6b8c0abc03c4 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Desmarais
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1dd8c765-f74f-40f6-9fe9-747fe3723c15 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation DeepSeek-V3 Technical Report
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81c51085-fe00-466f-88c1-e706d84fb722 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f63057c-f5f8-4af6-85a2-81d5227587ff · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Mutation-Guided LLM-based Test Generation at Meta
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3ac9833-ccc1-45bf-b722-988bc45ebb37 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 292bca79-2ff1-40d9-9d3c-d22bf46396e0 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bc330919-4d0f-450c-aa8c-4cf8551c4c44 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Retrieval-Augmented Generation for Large Language Models: A Survey
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation adccf0a0-d831-4493-8dd4-5b5e1ec635d8 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation TestART: Improving LLM-based Unit Testing via Co-evolution of Automated Generation and Repair Iteration
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c51a837b-44fe-4ab7-9bf6-58533ccf9eb9 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation LLM Test Generation via Iterative Hybrid Program Analysis
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0fada5f-b35a-46df-868b-425a8bdd4b11 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Harden and Catch for Just-in-Time Assured LLM-Based Software Testing: Open Research Challenges
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2d7488fb-e083-4b8b-94fb-97624f1106f6 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4b554cc4-a6c4-4467-bdf3-31b2605d5804 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f207ad6-acf7-4a97-9b79-ada4fa2ffdbc · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 60f1d9f8-199b-48ee-affd-be851dfaafbf · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7a3d2462-7789-4da5-8724-d7b4d8728e23 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation CasModaTest: A Cascaded and Model-agnostic Self-directed Framework for Unit Test Generation
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 014f93f5-99ad-41dc-aee4-fb25eebb87ed · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f1b75708-2080-434a-ab7e-5098d9ccd027 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2125741f-ce05-414e-9f64-78719d827aa2 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24fb5b47-a29a-4de2-8049-10abac22cc3a · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d9da6f7-a61a-4fb8-9ea1-7fac0568104b · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 456117d7-3587-4e84-b800-54478c9b1fa3 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation ASTER: Natural and Multi-language Unit Test Generation with LLMs
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed49cf85-bb44-4c13-852d-f07c471027ce · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ef09257-0ec6-4494-af6f-97764a66feb0 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 168550f9-858e-4b19-bac7-2ba42a0e37a7 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation CoverUp: Effective High Coverage Test Generation for Python
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 582a1d7f-17be-41ae-9101-cb60b9beb8c5 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation cc0c2246-85f8-42ba-a5cb-a66ac52c9310 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d732c3df-fe14-4282-8f7a-1b2ed119cfaf · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e96e58be-b0cf-4a3e-a082-da091208f348 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Mutation-Guided Unit Test Generation with a Large Language Model
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ced0137-303a-413a-a083-28dcb40f13a2 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Le, Ed H
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3bbfd6ec-b0d3-420a-ae5c-0a78aa0ce4b7 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f871692-40a8-473f-afda-30e0d43bd934 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 779bce19-33e4-4a31-b866-da26666b7cd1 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 73ab5f56-b712-4f35-9756-9bb8f7f5e672 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 470c733f-1329-44e5-853e-33782d23e4b0 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Advancing Code Coverage: Incorporating Program Analysis with Large Language Models
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e65ec7a-e640-47be-9251-b9e9297df12f · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation dc66d4c2-d4b6-46e0-930e-fc7b51f88a9b · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Briand, and Kui Liu
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0744e5a3-d528-4309-8731-f70fd37f5d4f · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d419313-8d06-4b7b-b8dc-0b639172bf51 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Unresolved cited work
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78c7172a-ac11-4b6b-a91e-c05b4a263103 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation IEEE Transactions on Software Engineering 41, 5 (May 2015), 507–525
Reference 2015
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b94990f-952f-43ac-a896-c65220d20f5c · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation In SIGSOFT FSE Companion
Reference 2024
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6f98f628-0391-41ce-88f9-1390631a22b2 · outbound
YATE: The Role of Test Repair in LLM-Based Unit Test Generation Enhancing LLM's Ability to Generate More Repository-Aware Unit Tests Through Precise Contextual Information Injection
Reference 2025
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation abff6044-a888-4e58-ba76-958799a5f205 · inbound
PR-Aware Automated Unit Test Generation: Challenges and Opportunities YATE: The Role of Test Repair in LLM-Based Unit Test Generation
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7ed7ff4a-d2cc-4501-be8d-8604ad7e0a53 · inbound
Inferring Code Correctness from Specification YATE: The Role of Test Repair in LLM-Based Unit Test Generation
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7358d66e-761f-4e62-aa0f-fb23a89a9dd5 · inbound
On the risk of coding before testing: An empirical study on LLM-based test generation workflow YATE: The Role of Test Repair in LLM-Based Unit Test Generation
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85f2bd94-9fa7-4a45-81f3-3e7905a7788e · inbound
Knowledge-Guided Synthetic Bug Feedback for LLM-Based Unit Test Generation YATE: The Role of Test Repair in LLM-Based Unit Test Generation
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.