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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+00:00.

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.

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.

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.

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 2026-08-20T06:33:59.587034+00:00.

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 2026-08-20T06:33:59.587034+00:00.

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 2026-08-20T06:33:59.587034+00:00.

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 2026-08-20T06:33:59.587034+00:00.

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.

Pith citing papers

No inbound Pith citation observations are available.