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Paper Citation Record · LEDGER

ASTER: Natural and Multi-language Unit Test Generation with LLMs

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2409.03093.

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

pith.paper-citation-record.v1
2409.03093 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T05:32:25.043070Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T13:46:37.209916Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation f0ea3067-1ac4-416e-b540-2f624972e1d9 · inbound

A Contemporary Survey of Large Language Model Assisted Program Analysis cites this paper.

A Contemporary Survey of Large Language Model Assisted Program Analysis ASTER: Natural and Multi-language Unit Test Generation with LLMs

Reference 167

Resolution
unresolved
no resolver link, observed 2026-08-09T05:32:25.043070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T05:32:25.043070Z digest=sha256:86f7d19f4f0b5a653053f249fcbb0b20c1ae5fa0d95782ce1ebb326a2f06b371

Observation 585b5211-8b88-4509-b42b-b52f42898cdf · inbound

A Blueprint for AI-Driven Software Quality: Integrating LLMs with Established Standards cites this paper.

A Blueprint for AI-Driven Software Quality: Integrating LLMs with Established Standards ASTER: Natural and Multi-language Unit Test Generation with LLMs

Reference 72

Resolution
verified exact
arxiv_id, observed 2026-05-22T13:46:37.212671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-22T13:45:28.789452Z digest=sha256:cd88e1801e5f476de7e26fe2101f0c9c8fad2c7ab137ac3537cc4f742a169695

Observation 56ebe0a4-67ec-4961-989d-76681d0a74d7 · inbound

Mutation-Guided Unit Test Generation with a Large Language Model cites this paper.

Mutation-Guided Unit Test Generation with a Large Language Model ASTER: Natural and Multi-language Unit Test Generation with LLMs

Reference 57

Resolution
verified exact
arxiv_id, observed 2026-05-19T11:07:15.180048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-19T11:05:15.898419Z digest=sha256:f9161fb4f88216cde2a6757686fb9176c7f1ebff0cbd8e10f75649b61716d355

Observation c2557087-0977-49e1-8e8c-c4af38178d53 · inbound

SCGAgent: Recreating the Benefits of Reasoning Models for Secure Code Generation with Agentic Workflows cites this paper.

SCGAgent: Recreating the Benefits of Reasoning Models for Secure Code Generation with Agentic Workflows ASTER: Natural and Multi-language Unit Test Generation with LLMs

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:55.072634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:55.072634Z digest=sha256:25f22cd0f084134c4bdb337b857c08ff9c1fd0bed5ba8be43ba5ee75461a69f8

Observation 1407d077-7fb5-4cf8-a7d0-96dc42a71a4f · inbound

Detec\c{c}\~ao de Conflitos Sem\^anticos com Testes Gerados por LLM cites this paper.

Detec\c{c}\~ao de Conflitos Sem\^anticos com Testes Gerados por LLM ASTER: Natural and Multi-language Unit Test Generation with LLMs

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-06T19:03:39.316651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:03:39.316651Z digest=sha256:444c0a3781307c0e4399b6d6bccb294a67dddac47e9ff4713245c5bac98b7fea

Observation 8e54c550-ad65-43a7-9ee1-ceffe40b417a · inbound

Benchmarking LLMs for Unit Test Generation from Real-World Functions cites this paper.

Benchmarking LLMs for Unit Test Generation from Real-World Functions ASTER: Natural and Multi-language Unit Test Generation with LLMs

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T10:15:37.398844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T10:15:37.398844Z digest=sha256:d8456dc2f03bb63441e139a1ad7289518747fd85e602d5f5e8f84b956ef803ca

Observation 4a8596e7-9ed4-4671-9120-8e836d8a813c · inbound

How well LLM-based test generation techniques perform with newer LLM versions? cites this paper.

How well LLM-based test generation techniques perform with newer LLM versions? ASTER: Natural and Multi-language Unit Test Generation with LLMs

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-03T10:33:57.805356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:33:57.805356Z digest=sha256:511a5923c47cdf430f216ff00b6c0ade82a26d9a09ac0b4ec5da5bf3fd343362