Paper Citation Record · LEDGER

Towards Automated Crowdsourced Testing via Personified-LLM

As of 6 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 1 inbound Pith citation observation for arXiv:2603.24160.

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

pith.paper-citation-record.v1
2603.24160 v2

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-15T00:51:34.260667Z

measured 65 of 65 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-11T04:13:09.768648Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-11T04:17:46.129901Z

Reference resolution

64 of 64 outbound references displayed

verified exact9
verified fuzzy2
unresolved53
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 44379866-e742-4739-ac2d-79af68bb7bbd · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.244139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 27c26e8d-4cca-44f6-a043-11c298f4acee · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.238696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ac3cccf3-cad9-430d-b760-c04b5de41d59 · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.240506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 191e412e-37ba-4641-bf81-1b2fefdd3e6e · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.231583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7acec807-b490-4f55-b4b7-53cf6f47e36d · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.233283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4592a1f4-4f6e-42ae-81e3-a96fe28c48c7 · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.229908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2c3658d9-e41c-4fd1-a6f3-5ea1450f6b4f · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.235211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e2333f0a-1ce1-4b72-a30a-04ae25eef0a4 · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.226201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 53fca2bf-f08c-463e-af0d-fb1e613b09dc · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.222494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0d94fcb4-fddf-4715-aeda-c38767a3beed · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.224411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ffbfcf41-6c9c-4302-bb73-db121bba875f · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Towards Automated Crowdsourced Testing via Personified-LLM DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-05-15T00:53:24.722439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e8f17ae9-a030-4fa8-9fd6-9cc232744719 · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.228190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f7a17515-2743-44d4-8f16-ec8fa2a17423 · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.237105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9474d45e-fd33-4a94-a7ee-91fae66bd290 · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.242381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 62e59e79-6ed5-4f75-bf29-2f6fb897e573 · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.245845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 08d906e9-2f8f-4a84-8bf0-d24e31a6f5f7 · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.301804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1fbb02bb-c28a-41eb-a8ec-24da11a40f35 · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.267278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3875e26e-816c-4273-8ab0-f9b834bad5df · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.314705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 13e2db22-ab46-478c-aa79-b785b712fded · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.247732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7aaaafbe-6773-4c4a-be8d-635e9da868eb · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.249693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cb38a875-5333-4977-9ef9-71cb0c1992a3 · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.255079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 47e73a8d-2c1d-4cc1-9166-0a04335dccef · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.312919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9617c0ad-998b-434e-a2d6-9cb2439dc42d · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.258476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8604bf47-45c9-4c81-bfa5-c8fd7284dbde · outbound

This paper cites PersonaMath: Boosting Mathematical Reasoning via Persona-Driven Data Augmentation.

Towards Automated Crowdsourced Testing via Personified-LLM PersonaMath: Boosting Mathematical Reasoning via Persona-Driven Data Augmentation

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-15T00:53:24.728139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 791b541d-9d85-49c7-b524-eddc6970dc5a · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.269109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1024e922-0a5e-486d-a474-6bae7c384290 · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.316465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation dd4b5242-2f43-4a62-8fde-9b16f6105a5b · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.256847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 736a8aa2-38bf-4d04-b09c-897aad5b8a2c · outbound

This paper cites Generative Agents: Interactive Simulacra of Human Behavior.

Towards Automated Crowdsourced Testing via Personified-LLM Generative Agents: Interactive Simulacra of Human Behavior

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-05-15T00:53:24.719625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 02c19521-14fa-4c88-bc65-1ce4060cb176 · outbound

This paper cites ChatDev: Communicative Agents for Software Development.

Towards Automated Crowdsourced Testing via Personified-LLM ChatDev: Communicative Agents for Software Development

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-05-15T00:53:24.730716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 623bd561-9428-459c-bc13-dfd6f7b4ff1c · outbound

This paper cites Sentence- BERT : Sentence Embeddings using S iamese BERT -Networks.

Towards Automated Crowdsourced Testing via Personified-LLM Sentence- BERT : Sentence Embeddings using S iamese BERT -Networks

Reference 30

Resolution: verified exact; doi, observed 2026-05-15T00:53:24.297945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5efa2367-dc18-4fc0-b27e-c738274ca44f · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.251461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5eaa50d9-60b4-4cae-b4db-26c64702858b · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.253172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8ad13f33-e4e3-41e7-8c31-df9e038387d1 · outbound

This paper cites InProceedings of the 2017 11th joint meeting on foundations of software engineering.

Towards Automated Crowdsourced Testing via Personified-LLM InProceedings of the 2017 11th joint meeting on foundations of software engineering

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T00:53:25.311148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation dfd58a99-7e52-4664-9abd-69b7bbbee8f2 · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.307546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ff6fbde1-a5dd-4813-85f5-18c9a73ddbd4 · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.318362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5964536d-c539-4aba-ad8d-981a9ea3f58a · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.305203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 041dfc87-17f1-4bd6-a631-fb405a5f7e4f · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.300013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d6814ef4-dbbe-470b-bf0b-33a954e29684 · outbound

This paper cites Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization.

Towards Automated Crowdsourced Testing via Personified-LLM Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-15T00:53:24.725326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1c865e27-53fc-4cf0-b0fb-c7ff482eb207 · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.296373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 61d0611a-0a36-40ee-9856-d2f165dd160e · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.303458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c8f65ea5-5967-4c2d-af97-59036da91728 · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.294603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d609cd74-a13e-43e4-b691-26f9f3d2f70b · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.260135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8938fdb3-0e15-4b69-b6c7-ff43d99bddfc · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.298156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation dff4c744-e280-4b52-9f6c-39fe4d5b9018 · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.320160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e48e957f-771c-42fe-968d-b961a3f1b030 · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.287028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c712a974-2428-43e5-a2ff-dba3af315508 · outbound

This paper cites 2022.Intelligent Crowdsourced Testing.

Towards Automated Crowdsourced Testing via Personified-LLM 2022.Intelligent Crowdsourced Testing

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T00:53:25.288781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 74ed3cc9-42c8-4204-b8bb-a73b4f4f1990 · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.285227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8fd1678c-a131-4d12-b461-11c22f360676 · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.277941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 29b2d94b-aefd-4fc3-a0a2-0787fe04643d · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.279935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e92cb0aa-5ffa-4370-b26a-e4b3a2afb753 · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.281666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a7c845cc-abe0-4ca2-9511-a6d587386423 · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.283329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 12ca1643-71e8-472d-b5d7-b94068eacfcb · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.290621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 18ce2224-e7df-4771-9987-a94a29aaf3c0 · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.274328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a736f5f1-c364-4734-97d8-cdbc9de04907 · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.276084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 82ba1648-26dd-4394-baa0-bf447641562c · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.292668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 177f4072-2564-4b0a-843b-37f41d6e2c8f · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.309252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b74ab78b-a0a7-4c65-9eb0-1e9a1bdce7f7 · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.270874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d4f458d5-1baf-445a-a724-5b1684777b2c · outbound

This paper cites 2025 , publisher =.

Towards Automated Crowdsourced Testing via Personified-LLM 2025 , publisher =

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-15T00:53:24.737099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8405ad7b-d4e8-47d9-8634-e2d7150da410 · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.263653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 695022e6-c762-4cf2-9122-0261db6307cc · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.261869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e62e8f51-0643-4d85-a6a1-12a780325ce5 · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.265394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0b3e5e4a-a20d-4b60-9b27-00c9c1b9a6db · outbound

This paper cites Scenario-Guided LLM-based Mobile App GUI Testing.

Towards Automated Crowdsourced Testing via Personified-LLM Scenario-Guided LLM-based Mobile App GUI Testing

Reference 62

Resolution: verified exact; local_arxiv, observed 2026-05-15T00:53:24.733914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2929414d-e92a-4a2d-8bcf-70636c1fd9f0 · outbound

This paper cites GUI Test Migration via Abstraction and Concretization.

Towards Automated Crowdsourced Testing via Personified-LLM GUI Test Migration via Abstraction and Concretization

Reference 63

Resolution: verified exact; arxiv_id, observed 2026-05-15T00:53:24.739639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ac1c978a-0b61-4155-89c7-efd24f84c9af · outbound

This paper cites an unresolved cited work.

Towards Automated Crowdsourced Testing via Personified-LLM Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-05-15T00:53:25.272668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

Observation d45b28c2-6aec-4d80-8000-fc7c0ca5818f · inbound

Agents with Feelings? Personality and Emotion in Multi-Agent Software Teams cites this paper.

Agents with Feelings? Personality and Emotion in Multi-Agent Software Teams Towards Automated Crowdsourced Testing via Personified-LLM

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-07-11T04:17:46.132060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.