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Paper Citation Record · LEDGER

Dynamically Allocating Evaluation Effort for Model Ranking

As of 20 August 2026, this Paper Citation Record lists 9 of 9 outbound references and 0 inbound Pith citation observations for arXiv:2608.03437.

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

pith.paper-citation-record.v1
2608.03437 v1

Coverage vector

measured 9 of 9 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:56:08.354492Z

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

9 of 9 outbound references displayed

  • verified exact2
  • verified fuzzy3
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1641ae9b-d2e4-4207-9c65-71450032d46b · outbound

This paper cites ambiguity.

Dynamically Allocating Evaluation Effort for Model Ranking ambiguity

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:56:08.617830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:56:08.354492Z digest=sha256:8c664cd49b791d04a08de3559ade1e3073d478e7427242bbc08ea3223df71362

Observation d084149c-080f-49d0-9537-740a245079bc · outbound

This paper cites The Leaderboard Illusion.

Dynamically Allocating Evaluation Effort for Model Ranking The Leaderboard Illusion

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-15T14:56:08.343727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:56:08.343727Z digest=sha256:88af7e7714ec519d363fa495f3ef8a6009347955190ad417aa29ed87bf7c4483

Observation e694aa7b-e7d9-4cac-84b6-701bafa4fab4 · outbound

This paper cites On Speeding Up Language Model Evaluation.

Dynamically Allocating Evaluation Effort for Model Ranking On Speeding Up Language Model Evaluation

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T14:56:08.350983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:56:08.350983Z digest=sha256:aa21803164999eaf71b01c01aaf5ae8e19bda1665a0093983a18334d319d7dd9

Observation 8a04d905-15d1-4ec7-8fbd-4320f4df45ad · outbound

This paper cites Machine learning 47:235–256.

Dynamically Allocating Evaluation Effort for Model Ranking Machine learning 47:235–256

Reference 2002

Resolution
unresolved
no resolver link, observed 2026-08-15T14:56:08.322213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:56:08.322213Z digest=sha256:cc5862f6a81a62f6f1807b84fddbb294f307005fd454fd04f26a5fc333b4c017

Observation 26a9566e-b7a9-40dd-8ef3-da7cad4ebe2f · outbound

This paper cites Journal of Machine Learning Research 7(39):1079–1105.

Dynamically Allocating Evaluation Effort for Model Ranking Journal of Machine Learning Research 7(39):1079–1105

Reference 2006

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:56:08.638714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:56:08.326626Z digest=sha256:e3191d911ef326e18c2e65cbead72cf9cbf963aeb5ff998d0ec46321aa12bbaa

Observation 64b4135e-2fff-4683-b450-6d41b972b6f7 · outbound

This paper cites In Proceedings of the 30th International Conference on Machine Learning, pages 1238–1246, Atlanta, Georgia, USA.

Dynamically Allocating Evaluation Effort for Model Ranking In Proceedings of the 30th International Conference on Machine Learning, pages 1238–1246, Atlanta, Georgia, USA

Reference 2013

Resolution
verified exact
raw_fallback, observed 2026-08-15T14:56:08.552563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:56:08.333952Z digest=sha256:ef1dcb8d568b05f2faaf2b4e0f882c2452ca55b0a5bd2f7454a89db1cc99c174

Observation b9f86210-17d7-4941-92c7-52afd3eec674 · outbound

This paper cites In Proceedings of the Eighth Conference on Machine Translation , pages 756–767, Singapore.

Dynamically Allocating Evaluation Effort for Model Ranking In Proceedings of the Eighth Conference on Machine Translation , pages 756–767, Singapore

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:56:08.628488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:56:08.330369Z digest=sha256:b5f66dabd1acae4cad2c4516f19c6db52618fa92b301cc44357828559bc56f25

Observation 594d7e53-d6e9-41f6-9845-5f45f8add87c · outbound

This paper cites In Proceedings of the 41st International Conference on Machine Learning, Vienna, Austria.

Dynamically Allocating Evaluation Effort for Model Ranking In Proceedings of the 41st International Conference on Machine Learning, Vienna, Austria

Reference 2024

Resolution
verified exact
raw_fallback, observed 2026-08-15T14:56:08.492175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:56:08.339704Z digest=sha256:eb1e9a4530a26b31dea7ae6dd224c5278f020ae205428d2362c415e9a3225140

Observation 60bbfc65-7c72-4eae-aa35-660be58f2965 · outbound

This paper cites Cer-Eval: Certifiable and Cost-Efficient Evaluation Framework for LLMs.

Dynamically Allocating Evaluation Effort for Model Ranking Cer-Eval: Certifiable and Cost-Efficient Evaluation Framework for LLMs

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-15T14:56:08.347771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:56:08.347771Z digest=sha256:8865cf3879780096809a6a810ab8d4981f5f3d23fcecd48218d19a066ce06bd8

Pith citing papers

No inbound Pith citation observations are available.