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Paper Citation Record · LEDGER

Is Your Automated Software Engineer Trustworthy?

As of 23 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 2 inbound Pith citation observations for arXiv:2506.17812.

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

pith.paper-citation-record.v1
2506.17812 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:06:54.016067Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T07:55:07.930578Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T16:56:06.388037Z

Reference resolution

43 of 43 outbound references displayed

  • verified exact0
  • verified fuzzy15
  • unresolved28
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a9903265-4595-4d26-8c23-6bffbb68d848 · outbound

This paper cites SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering.

Is Your Automated Software Engineer Trustworthy? SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T19:06:53.853584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:06:53.853584Z digest=sha256:7315660bdeea4b391c8ebb8033851c4521e97c5a970523625a847f99b8c57ec6

Observation bd4fedad-2a6d-49c4-94d4-ae8ace5fcf6c · outbound

This paper cites OpenHands: An Open Platform for AI Software Developers as Generalist Agents.

Is Your Automated Software Engineer Trustworthy? OpenHands: An Open Platform for AI Software Developers as Generalist Agents

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-15T19:06:53.858042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:06:53.858042Z digest=sha256:b2d6e14a0c2c7a401ffb64f46b932496afd5b8f9f6f8882713a772360ff58f55

Observation 4808eda5-6be2-4d23-8eae-187bf7971e95 · outbound

This paper cites SpecRover: Code Intent Extraction via LLMs.

Is Your Automated Software Engineer Trustworthy? SpecRover: Code Intent Extraction via LLMs

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-15T19:06:53.861962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:06:53.861962Z digest=sha256:401bb9f3a65e31c9f65d382bb78fd9d04f2ee673f5c339c2eac228c9082b0440

Observation 89ce5fba-1f0f-4c4c-a4b2-0eb064c6aa2e · outbound

This paper cites SWE-PolyBench: A multi-language benchmark for repository level evaluation of coding agents.

Is Your Automated Software Engineer Trustworthy? SWE-PolyBench: A multi-language benchmark for repository level evaluation of coding agents

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T19:06:53.865883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:06:53.865883Z digest=sha256:703a5f0845c781af3892b1c3f9b39b159f8ab3f26260de9dff6a049394bc9f3d

Observation 500a784e-1e6b-48c3-b99e-0d1141b11b65 · outbound

This paper cites SWE-bench: Can language models resolve real- world github issues?.

Is Your Automated Software Engineer Trustworthy? SWE-bench: Can language models resolve real- world github issues?

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-15T19:06:53.869376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:06:53.869376Z digest=sha256:81cdd57f902e6ab790a814ad0a4548c83f25006bdcef7e857ec592ba372e8ac6

Observation e1d6fc7d-7b3c-424f-8762-dd68bfe3eb9b · outbound

This paper cites SWT-bench: Testing and validating real-world bug-fixes with code agents,.

Is Your Automated Software Engineer Trustworthy? SWT-bench: Testing and validating real-world bug-fixes with code agents,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:06:54.607218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T19:06:53.873772Z digest=sha256:2562d98f3c46897707c27aa3e00bc8cbd161b01f47a9403b52d4d9489e69bd0b

Observation 08eee94e-28d6-4dae-9de1-ab334bfd0a0c · outbound

This paper cites Consistent estimators for learning to defer to an expert,.

Is Your Automated Software Engineer Trustworthy? Consistent estimators for learning to defer to an expert,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:06:54.594379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T19:06:53.877855Z digest=sha256:64bfa74a744f429683ddb67c8f20b9dc5278df10c97f017253aed9d2d994fa85

Observation ee3e69d9-c4b6-4270-84fb-0b0af4b87c5b · outbound

This paper cites Improving the effectiveness of peer code review in identifying security defects,.

Is Your Automated Software Engineer Trustworthy? Improving the effectiveness of peer code review in identifying security defects,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:06:54.582539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T19:06:53.881615Z digest=sha256:98030554d8f64be6d3974052ccdefe1cc2d2e5f1393f87bbbe429e31dd227d3e

Observation b4db32ca-c6f0-4439-bc2f-8919afd0e3ee · outbound

This paper cites A research agenda for assessing the economic impacts of code generation models,.

Is Your Automated Software Engineer Trustworthy? A research agenda for assessing the economic impacts of code generation models,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:06:54.570755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T19:06:53.886183Z digest=sha256:7b523867d4e6ceddc887fc10901d810c2f177037fb7abf1489f14b048b39aa6b

Observation afc4ccab-bc2e-4b6c-8e98-a1d11bf7ce64 · outbound

This paper cites Automated unit test improvement using large language models at meta,.

Is Your Automated Software Engineer Trustworthy? Automated unit test improvement using large language models at meta,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:06:54.558928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T19:06:53.890693Z digest=sha256:a07c647f0e20d7f4ad360e8bd3b9d236ea7ff8b1789e365290384d65a4c701ef

Observation 0686264b-f067-4a98-99a0-b8eb4bc3c291 · outbound

This paper cites Examining the use and impact of an ai code assistant on developer productivity and experience in the enterprise,.

Is Your Automated Software Engineer Trustworthy? Examining the use and impact of an ai code assistant on developer productivity and experience in the enterprise,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:06:54.547678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T19:06:53.894945Z digest=sha256:f33634ab68cc2df4f04d6a24f8b0071b63e42f41644428e0bad36d5202abe0b8

Observation 7e74b3b0-5e0d-4f0f-9969-4d4449b7bb40 · outbound

This paper cites Exploring and evaluating hallucinations in llm-powered code generation,.

Is Your Automated Software Engineer Trustworthy? Exploring and evaluating hallucinations in llm-powered code generation,

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-15T19:06:53.899084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:06:53.899084Z digest=sha256:ef3e14f50a0aa8117a26c4570ed3ade17cbaa3f5b86666877313c54013d4db3d

Observation 8e777703-f0fa-4366-927a-781179d2436b · outbound

This paper cites Using ai-based coding assistants in practice: State of affairs, perceptions, and ways forward,.

Is Your Automated Software Engineer Trustworthy? Using ai-based coding assistants in practice: State of affairs, perceptions, and ways forward,

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T19:06:53.903559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:06:53.903559Z digest=sha256:d793fa6ba24205b06c9b0fac15b6f462b1c05a216000c6d8963d07e4d181960c

Observation 04efba9b-69ef-4950-869e-e4c02ac6f5fc · outbound

This paper cites How we refactor, and how we know it,.

Is Your Automated Software Engineer Trustworthy? How we refactor, and how we know it,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:06:54.529669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T19:06:53.907307Z digest=sha256:11b8214c1931a91c84e12310512b1a77337957069d9a56a9482822f1027496a0

Observation e7f2d27f-470a-4bd7-8c5e-5e0f85d62f58 · outbound

This paper cites Make your tools sparkle with trust: The picse framework for trust in software tools,.

Is Your Automated Software Engineer Trustworthy? Make your tools sparkle with trust: The picse framework for trust in software tools,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-15T19:06:53.911073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:06:53.911073Z digest=sha256:7e10f6e3d07f7f9e046846b837f900d2bad03ddb03919a1c4f49d3a87384050f

Observation 4edb066e-e08d-4ceb-8cea-e0560497a9ec · outbound

This paper cites Selective Question Answering under Domain Shift.

Is Your Automated Software Engineer Trustworthy? Selective Question Answering under Domain Shift

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-15T19:06:53.914685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:06:53.914685Z digest=sha256:06c72729b101f6294f4bc41ecefbe11950275fb9fc2f7030459acbbb659d90d4

Observation b5ef00b4-4731-4b2d-9519-82083aaf42e5 · outbound

This paper cites Is That Your Final Answer? Test-Time Scaling Improves Selective Question Answering.

Is Your Automated Software Engineer Trustworthy? Is That Your Final Answer? Test-Time Scaling Improves Selective Question Answering

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-15T19:06:53.918860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:06:53.918860Z digest=sha256:781736ea00defbf21514ea2e07953c5f938a9cb6dedb9282bbca155cbd6120a5

Observation d9849b8b-229d-44e7-86e2-9e0ce409a10c · outbound

This paper cites Learning to defer to multiple experts: Consistent surrogate losses, confidence calibration, and confor- mal ensembles,.

Is Your Automated Software Engineer Trustworthy? Learning to defer to multiple experts: Consistent surrogate losses, confidence calibration, and confor- mal ensembles,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:06:54.510636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T19:06:53.923025Z digest=sha256:02675f0c3be75fa46e7aaae8f518c35684f75b9532dc97e4273fb4e729bd2f60

Observation 97a1360c-f1d1-4c23-9d6d-b35831d8c77c · outbound

This paper cites Introducing SWE-bench Verified — openai.com,.

Is Your Automated Software Engineer Trustworthy? Introducing SWE-bench Verified — openai.com,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:06:54.498620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T19:06:53.926529Z digest=sha256:af0fb9947f53109db077c3d33fea1ba79855c01f577ecc0393a090b51be08308

Observation f1046443-89e2-4034-a8dd-f8bd353d0794 · outbound

This paper cites an unresolved cited work.

Is Your Automated Software Engineer Trustworthy? Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:06:54.486166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T19:06:53.929794Z digest=sha256:01528d9b70593d3f31997684d40411907a42d831d87c70992509dec3f215e8ef

Observation c45f9067-0b6f-418b-a140-80a097456b3a · outbound

This paper cites an unresolved cited work.

Is Your Automated Software Engineer Trustworthy? Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:06:54.473905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T19:06:53.932598Z digest=sha256:cf003c9c0f49087dd90323e90b9e8870f93be5f3b73cc3e3234cbdfe86ad4d0b

Observation 761b4ec1-206f-4cde-8bb9-d4d9507e6dd5 · outbound

This paper cites an unresolved cited work.

Is Your Automated Software Engineer Trustworthy? Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:06:54.461489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T19:06:53.935787Z digest=sha256:86bf2b279043fda8659325c025d4eb5cee7a111b7aaf70185d19dae9392868a9

Observation ae6beaaf-a2c0-4865-a7f5-4595208519ce · outbound

This paper cites Qwen3 Technical Report.

Is Your Automated Software Engineer Trustworthy? Qwen3 Technical Report

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-15T19:06:53.939040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:06:53.939040Z digest=sha256:c650e50f75d9a687690e4544817f9ebc4877065be34569ecf8611e488439ecd3

Observation 35ade698-cf9d-428e-91c1-19fed3737c66 · outbound

This paper cites Gemma 3 Technical Report.

Is Your Automated Software Engineer Trustworthy? Gemma 3 Technical Report

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-15T19:06:53.942804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:06:53.942804Z digest=sha256:c9a88af34b079dd269c9374ebfe196e09023fd111c891244335e0c73c8614c6c

Observation 732696ec-e653-48f9-9402-39ccf05308cd · outbound

This paper cites A Survey on LLM-as-a-Judge.

Is Your Automated Software Engineer Trustworthy? A Survey on LLM-as-a-Judge

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-15T19:06:53.946933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:06:53.946933Z digest=sha256:4d1c56fb231d6b8a272ab6c15866db4aa60b37531d27465bf22e9e21e56632b9

Observation bb5111af-b17c-434e-91e3-fbccb10ef573 · outbound

This paper cites Defects4j: A database of existing faults to enable controlled testing studies for java programs,.

Is Your Automated Software Engineer Trustworthy? Defects4j: A database of existing faults to enable controlled testing studies for java programs,

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-15T19:06:53.950532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:06:53.950532Z digest=sha256:62d5cbd3d8ad197a312c0fcfdf184f7960c5264f741cebfed025f85a1aeacc3d

Observation d8f263ba-8aa1-44ba-87e7-355b4dca7c8a · outbound

This paper cites SWE-bench multimodal: Do ai systems generalize to visual software domains?.

Is Your Automated Software Engineer Trustworthy? SWE-bench multimodal: Do ai systems generalize to visual software domains?

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:06:54.443679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T19:06:53.955149Z digest=sha256:043a70747bfd4924e866a7a2c245389414e1bdfdc1d704be2036dadd0a111935

Observation 80be686b-152a-4b76-baf1-cb700d152201 · outbound

This paper cites SWE-bench-java: A GitHub Issue Resolving Benchmark for Java.

Is Your Automated Software Engineer Trustworthy? SWE-bench-java: A GitHub Issue Resolving Benchmark for Java

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-15T19:06:53.958816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:06:53.958816Z digest=sha256:db1e1903685d8c0bf6c00194a107d755bd3dd41a52511a38a50c6e49c825c7ee

Observation 26ec7a09-b370-48f0-9712-4585db4ae93d · outbound

This paper cites SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?.

Is Your Automated Software Engineer Trustworthy? SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-15T19:06:53.963607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:06:53.963607Z digest=sha256:1bf5f0836612cdcf8e39569f1974083599de32afacc520babc73be6f1fdf532c

Observation 65d7bfb8-9ffc-4218-bee1-ba0d88287a9e · outbound

This paper cites Baxbench: Can llms generate correct and secure backends?.

Is Your Automated Software Engineer Trustworthy? Baxbench: Can llms generate correct and secure backends?

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:06:54.431641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T19:06:53.967891Z digest=sha256:c2fd099721759f00a7e1326c21e0722f1369062547329e91ee0bd633068c1e5d

Observation 8005e5d8-846e-4146-87f4-5f752fcd5343 · outbound

This paper cites Sota on swe-bench verified with inference- time scaling and critic model,.

Is Your Automated Software Engineer Trustworthy? Sota on swe-bench verified with inference- time scaling and critic model,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:06:54.419762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T19:06:53.971292Z digest=sha256:84bf8f7197d679e1af502ae2e9e5fcb696193b3c9d4dc393d27efee921768a10

Observation 0e867368-149a-47d2-9a15-459a422edf77 · outbound

This paper cites Judging llm-as-a-judge with mt-bench and chatbot arena,.

Is Your Automated Software Engineer Trustworthy? Judging llm-as-a-judge with mt-bench and chatbot arena,

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-15T19:06:53.974730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:06:53.974730Z digest=sha256:f10bf5ce52d294ffa41eedf61bbcb5635b3a8a586ab12c1fee597e4e7a6dadac

Observation c59a42ba-7e1d-4028-9e5f-267ad9b6eeb7 · outbound

This paper cites CodeJudge-Eval: Can Large Language Models be Good Judges in Code Understanding?.

Is Your Automated Software Engineer Trustworthy? CodeJudge-Eval: Can Large Language Models be Good Judges in Code Understanding?

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-15T19:06:53.978307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:06:53.978307Z digest=sha256:034a713b13c2cd499aca28fd203b85817dc0f2a77430aeb098ae377f8430bdfa

Observation 3a8afda6-4632-407b-903f-15d93c9bbcae · outbound

This paper cites Agent-as-a-Judge: Evaluate Agents with Agents.

Is Your Automated Software Engineer Trustworthy? Agent-as-a-Judge: Evaluate Agents with Agents

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-15T19:06:53.982097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:06:53.982097Z digest=sha256:dea778c06e1787a38a1e5d788c4726787aee9b3f0bcef17ae92e9b7882db4fd2

Observation 553b85ed-af1e-43da-9507-02cb6c51e54d · outbound

This paper cites What makes a good bug report?.

Is Your Automated Software Engineer Trustworthy? What makes a good bug report?

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-15T19:06:53.986237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:06:53.986237Z digest=sha256:44ad755b3d6417df2862fd1b114d8f62101dcd8ac7b14d4a26c016dd74111f3f

Observation bcb059a8-86fb-40d1-a1ce-7116c8c36373 · outbound

This paper cites Deep learning based valid bug reports determination and explanation,.

Is Your Automated Software Engineer Trustworthy? Deep learning based valid bug reports determination and explanation,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:06:54.393128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T19:06:53.989783Z digest=sha256:7594b4e66a56fdf32caf04c59b1b5221235eaa98cf011828a2206d56f72b1d06

Observation 18e388f6-ce07-49dd-a96d-ccd99aa85f44 · outbound

This paper cites Chaff from the wheat: Characterizing and determining valid bug reports,.

Is Your Automated Software Engineer Trustworthy? Chaff from the wheat: Characterizing and determining valid bug reports,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:06:54.380570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T19:06:53.993732Z digest=sha256:4251c18b668bbc4d85a4a15633b588152a83b7bfcde46c35443ea722bcd43658

Observation 070d0d2b-1fa0-42ee-bf5f-5056aeb2478e · outbound

This paper cites Industrial adoption of machine learning techniques for early identification of invalid bug reports,.

Is Your Automated Software Engineer Trustworthy? Industrial adoption of machine learning techniques for early identification of invalid bug reports,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:06:54.366737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T19:06:53.997920Z digest=sha256:ed7c49a4319c7d4f2660d32ebf199b9853e5c84368c7495432ce8d42004373f8

Observation 1fb45e88-6be7-486c-8332-e0640b553c5a · outbound

This paper cites Can We Enhance Bug Report Quality Using LLMs?: An Empirical Study of LLM-Based Bug Report Generation.

Is Your Automated Software Engineer Trustworthy? Can We Enhance Bug Report Quality Using LLMs?: An Empirical Study of LLM-Based Bug Report Generation

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-15T19:06:54.001685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:06:54.001685Z digest=sha256:1e8fc38517a2172dd10fb0980afefafcc45369a58182943babf886e6ecae4c94

Observation 402b9ae6-5d2c-4f12-a469-400d33b8dc65 · outbound

This paper cites Chatbr: Automated assessment and improvement of bug report quality using chatgpt,.

Is Your Automated Software Engineer Trustworthy? Chatbr: Automated assessment and improvement of bug report quality using chatgpt,

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-15T19:06:54.005848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:06:54.005848Z digest=sha256:21f49d3fcf617fd8d83262172dd1f34a89f3023c2fde8b60bea6ab512f8bbf70

Observation e331e298-0b84-4e69-9e23-323fa5203d50 · outbound

This paper cites Agentless: Demystifying LLM-based Software Engineering Agents.

Is Your Automated Software Engineer Trustworthy? Agentless: Demystifying LLM-based Software Engineering Agents

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-15T19:06:54.009407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:06:54.009407Z digest=sha256:d235badacbff8b0b0a210ffc2583d207973f3ffe7dd0423f9eaf9668ec50ab43

Observation 59237eb5-3143-4594-9605-5117d28c2196 · outbound

This paper cites LessLeak-Bench: A First Investigation of Data Leakage in LLMs Across 83 Software Engineering Benchmarks.

Is Your Automated Software Engineer Trustworthy? LessLeak-Bench: A First Investigation of Data Leakage in LLMs Across 83 Software Engineering Benchmarks

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-15T19:06:54.012470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:06:54.012470Z digest=sha256:75996c57b50eeedc5461d838ecea4d4d1097545cf7c690fe2234971497908214

Observation 6cc4d8fe-ec39-4ae2-bc22-b59a1a2ea31a · outbound

This paper cites Are Large Language Models Memorizing Bug Benchmarks?.

Is Your Automated Software Engineer Trustworthy? Are Large Language Models Memorizing Bug Benchmarks?

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T19:06:54.016067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:06:54.016067Z digest=sha256:19748109110906b6de601a1ffd688534a07f6914f3f128782afaa25dab32bb7a

Pith citing papers

Observation a748925b-c915-4368-9fe8-1544e483d457 · inbound

Don't Start What You Can't Finish: A Counterfactual Audit of Support-State Triage in LLM Agents cites this paper.

Don't Start What You Can't Finish: A Counterfactual Audit of Support-State Triage in LLM Agents Is Your Automated Software Engineer Trustworthy?

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-10T07:57:15.522032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-10T07:55:07.930578Z digest=sha256:7dc1e61f0b60df39e7d667d2ba6d6b5c16a81cca67d871d9911cf8e734fb5c54

Observation 4049b2e9-ad58-4d8b-bf89-cb06c432cde7 · inbound

The Partial Testimony of Logs: Evaluation of Language Model Generation under Confounded Model Choice cites this paper.

The Partial Testimony of Logs: Evaluation of Language Model Generation under Confounded Model Choice Is Your Automated Software Engineer Trustworthy?

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:56:06.390545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-09T14:30:58.313848Z digest=sha256:5a46956ba25fea402fe8bc55e7b1b7cf68afc8830c3dbaa578c32e1716d14f30