Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-10T06:02:03.068336Z
Paper Citation Record · LEDGER
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data
As of 22 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2607.08522.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
44 of 44 outbound references displayed
- verified exact3
- verified fuzzy36
- unresolved3
- parse uncertain0
- malformed identifier0
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 4f09bab5-d213-4502-9657-b9a379382d74 · outbound
This paper cites 2024 , eprint=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data 2024 , eprint=
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.949375Z
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.
Observation 2b896e41-6313-4c2e-9d0b-34b26e59e356 · outbound
This paper cites 2024 , eprint=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data 2024 , eprint=
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.970716Z
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.
Observation 02a93f6f-1b98-4ce7-ade6-b3c075931523 · outbound
This paper cites 2024 , eprint=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data 2024 , eprint=
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.992069Z
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.
Observation f017cc5f-243c-4e76-8975-9af00a31de56 · outbound
This paper cites 2023 , eprint=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data 2023 , eprint=
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.972829Z
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.
Observation 8481c885-c383-4052-9ca7-19b58e0a7382 · outbound
This paper cites The Hitchhiker ' s Guide to Testing Statistical Significance in Natural Language Processing.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data The Hitchhiker ' s Guide to Testing Statistical Significance in Natural Language Processing
Reference 5
- Resolution
- verified exact
- doi, observed 2026-07-10T06:06:50.325251Z
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.
Observation 20361bb8-bad6-4367-a6d6-ddc1cc27ba2d · outbound
This paper cites 2021 , eprint=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data 2021 , eprint=
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:51.011849Z
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.
Observation 9120f609-ae5b-41f2-9f9f-39b613cc8a0b · outbound
This paper cites Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024): Tutorial Summaries , pages=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024): Tutorial Summaries , pages=
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:51.015375Z
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.
Observation 6e85aaf2-cd7b-437f-8142-b68840919440 · outbound
This paper cites 2025 , eprint=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data 2025 , eprint=
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.981492Z
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.
Observation d0c512a9-33dc-43db-b233-903970797f4b · outbound
This paper cites 2024 , eprint=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data 2024 , eprint=
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.971055Z
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.
Observation a4d2856c-c127-4560-a83e-abbe606ddfcf · outbound
This paper cites Annual Meeting of the Association for Computational Linguistics , year=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data Annual Meeting of the Association for Computational Linguistics , year=
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.977373Z
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.
Observation 32a3e59f-0295-4508-b3c5-3681b1c6559f · outbound
This paper cites Annals of Mathematical Statistics , year=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data Annals of Mathematical Statistics , year=
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.983237Z
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.
Observation 9cff7ad8-86cc-4abb-b49d-f0b652600834 · outbound
This paper cites Biometrika , year=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data Biometrika , year=
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.990523Z
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.
Observation a868e058-fb30-4b99-aa6f-c626c2838d3a · outbound
This paper cites Biometrika , year=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data Biometrika , year=
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.988761Z
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.
Observation 9ba27648-05f8-4d47-9615-6cb0296ca971 · outbound
This paper cites 1999 , url=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data 1999 , url=
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.986865Z
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.
Observation 027fd46c-e301-4453-9561-3b2181d0db7a · outbound
This paper cites 2024 , eprint=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data 2024 , eprint=
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:51.003385Z
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.
Observation 28a4d685-3914-4226-8da7-5d32d07e0557 · outbound
This paper cites ArXiv , year=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data ArXiv , year=
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.984969Z
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.
Observation 50a68d92-d908-44f1-bde6-a1646b952b84 · outbound
This paper cites ArXiv , year=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data ArXiv , year=
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.995739Z
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.
Observation 45186a7e-adb6-43ef-bd17-145e8bc07a06 · outbound
This paper cites Springer Series in Pharmaceutical Statistics , year=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data Springer Series in Pharmaceutical Statistics , year=
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.956858Z
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.
Observation d8158a6e-78c4-41b5-a2d8-b4b5e8964cba · outbound
This paper cites MMBench: Is Your Multi-modal Model an All-around Player? , year =.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data MMBench: Is Your Multi-modal Model an All-around Player? , year =
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.953122Z
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.
Observation 34c1bf43-e183-4116-8817-68c013056f4e · outbound
This paper cites An introduction to group sequential methods: planning and multi-aspect optimization.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data An introduction to group sequential methods: planning and multi-aspect optimization
Reference 20
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-10T06:06:50.466910Z
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.
Observation cb55da94-2f3b-4012-8fd0-e024c8ff4aca · outbound
This paper cites ArXiv , year=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data ArXiv , year=
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.950923Z
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.
Observation 792fe126-ccbf-428b-9c98-895550438c57 · outbound
This paper cites A ctive L earning for BERT : A n E mpirical S tudy.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data A ctive L earning for BERT : A n E mpirical S tudy
Reference 22
- Resolution
- verified exact
- doi, observed 2026-07-10T06:06:50.322452Z
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.
Observation 153875f8-f83d-4ec5-952b-3457dfa513d3 · outbound
This paper cites AdaStop: adaptive statistical testing for sound comparisons of Deep RL agents.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data AdaStop: adaptive statistical testing for sound comparisons of Deep RL agents
Reference 23
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-10T06:06:50.470432Z
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.
Observation 7661816c-f97e-4275-aa62-aad5313a88aa · outbound
This paper cites 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , year=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , year=
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.959104Z
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.
Observation d99c86a1-a887-4285-8963-e0d459ddc053 · outbound
This paper cites Science China Information Sciences , year=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data Science China Information Sciences , year=
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.992234Z
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.
Observation 2f1b8657-127a-4d26-b7f8-cf69bbdb7bea · outbound
This paper cites ArXiv , year=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data ArXiv , year=
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:51.008247Z
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.
Observation 0b844ca6-e3b8-4a90-b1af-3c2a06ff658d · outbound
This paper cites ArXiv , year=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data ArXiv , year=
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:51.005028Z
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.
Observation bd9f3d12-2af6-42ae-99ca-ddf79628732d · outbound
This paper cites ArXiv , year=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data ArXiv , year=
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:51.006715Z
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.
Observation 68e6617b-3ba6-4fda-ba18-568c9b8b9f93 · outbound
This paper cites ArXiv , year=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data ArXiv , year=
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:51.001754Z
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.
Observation 3f7a7629-835e-4efb-abca-9701c4172401 · outbound
This paper cites ArXiv , year=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data ArXiv , year=
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.997756Z
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.
Observation 85e4682a-361b-4409-9678-a80af8db6cee · outbound
This paper cites 2016 , eprint=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data 2016 , eprint=
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.947802Z
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.
Observation a0772dea-cfe9-4e80-8bc0-f13dd920316e · outbound
This paper cites 2024 , eprint=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data 2024 , eprint=
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.993860Z
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.
Observation 3b0788bf-06bc-48fa-bfd5-46260f562561 · outbound
This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , month =.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , month =
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.995890Z
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.
Observation 98c57cb6-386a-4e92-bc38-5dd63bde3e66 · outbound
This paper cites Efficient benchmarking (of language models).
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data Efficient benchmarking (of language models)
Reference 34
- Resolution
- verified exact
- doi, observed 2026-07-10T06:06:50.320114Z
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.
Observation c8a900d4-e504-4612-b749-6dd104f747ec · outbound
This paper cites Proceedings of the 32nd ACM International Conference on Multimedia , pages=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data Proceedings of the 32nd ACM International Conference on Multimedia , pages=
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.999870Z
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.
Observation 97559a85-d1ad-4275-ad08-417e72b4e221 · outbound
This paper cites an unresolved cited work.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-07-10T06:06:51.010030Z
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.
Observation b1f421be-1298-4c4b-b09c-3b59804d15b2 · outbound
This paper cites an unresolved cited work.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-07-10T06:06:51.013608Z
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.
Observation 598d1ef8-1872-4bc5-9ffb-a266c94701ea · outbound
This paper cites Journal of Foo , volume = 13, number = 1, pages =.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data Journal of Foo , volume = 13, number = 1, pages =
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.989015Z
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.
Observation 07b54641-c208-4411-ab1d-5a6e3a44a31c · outbound
This paper cites Journal of Foo , volume = 14, number = 1, pages =.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data Journal of Foo , volume = 14, number = 1, pages =
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.987155Z
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.
Observation 5f8f0858-ea4f-4655-80e1-e2c5fb417561 · outbound
This paper cites an unresolved cited work.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-07-10T06:06:50.985482Z
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.
Observation 0044a335-5d80-496a-aa61-46693be8d49b · outbound
This paper cites Journal of the American Statistical Association , volume=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data Journal of the American Statistical Association , volume=
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.990689Z
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.
Observation fad7d56b-8d82-4f8f-83ad-75a044420042 · outbound
This paper cites 1999 , publisher=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data 1999 , publisher=
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.980804Z
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.
Observation 56e79fd9-81be-485c-bb7a-b0979ade1824 · outbound
This paper cites Wald , title =.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data Wald , title =
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.982341Z
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.
Observation 32dfe5ba-d5c4-4a75-8cc5-3486cd38b62e · outbound
This paper cites , author=.
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data , author=
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T06:06:50.983917Z
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.
Pith citing papers
No inbound Pith citation observations are available.