Paper Citation Record · LEDGER

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization

As of 17 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2505.10736.

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

pith.paper-citation-record.v1
2505.10736 v3

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:08:47.091294Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

45 of 45 outbound references displayed

verified exact2
verified fuzzy0
unresolved43
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fdb698c2-6a71-4938-8b32-0255bd990568 · outbound

This paper cites an unresolved cited work.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:08:49.329095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation becbba86-6f86-4847-b8ad-a970a62a2c65 · outbound

This paper cites A Survey on Data Selection for Language Models.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization A Survey on Data Selection for Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:45.160118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8da7fb6-85fb-4fd9-af64-62f0de3f71e6 · outbound

This paper cites an unresolved cited work.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:08:49.237886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 04f487f4-639f-4d82-a1fd-ded5679fbd48 · outbound

This paper cites an unresolved cited work.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:45.173184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc0822f3-4712-4a97-b41c-bd04e421cf5c · outbound

This paper cites an unresolved cited work.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:08:49.175297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f7dae928-bfcf-49a0-bed2-22685fc8a1c7 · outbound

This paper cites Super-Samples from Kernel Herding.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Super-Samples from Kernel Herding

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:45.312117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a57bab15-3861-42b3-8cc8-f45be1d04e3a · outbound

This paper cites Selection via Proxy: Efficient Data Selection for Deep Learning.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Selection via Proxy: Efficient Data Selection for Deep Learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:45.320302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e82a0709-eb30-4058-af32-21c08e0610a4 · outbound

This paper cites RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:45.421780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f3645a7-6335-47a2-b784-9422bc2aa3d4 · outbound

This paper cites Adversarial Active Learning for Deep Networks: a Margin Based Approach.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Adversarial Active Learning for Deep Networks: a Margin Based Approach

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:45.500962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97f014f6-b0ce-448b-a7e6-8969fe648b78 · outbound

This paper cites Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:45.537546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46eabe59-fa2f-4ecf-b349-439980cb2cd6 · outbound

This paper cites EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:45.546308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee426de1-24c4-477b-8db2-0f7708f60632 · outbound

This paper cites an unresolved cited work.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:45.634522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fa4642a-95dd-4c61-a24f-a0c887afda78 · outbound

This paper cites Efficient Universal Goal Hijacking with Semantics-guided Prompt Organization.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Efficient Universal Goal Hijacking with Semantics-guided Prompt Organization

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:45.649648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9403401-8470-4c28-ae56-a1cb5b9b9657 · outbound

This paper cites Task Facet Learning: A Structured Approach to Prompt Optimization.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Task Facet Learning: A Structured Approach to Prompt Optimization

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:45.717835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3abb6e08-4da3-4929-b099-bd4bcb7375aa · outbound

This paper cites Confident Coreset for Active Learning in Medical Image Analysis.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Confident Coreset for Active Learning in Medical Image Analysis

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-15T21:08:47.839120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 967d4a45-0ea5-4a0e-82f1-ef4af418374b · outbound

This paper cites an unresolved cited work.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:45.733087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 929b9bb0-213f-4ba3-9107-cf34bd76702e · outbound

This paper cites Optimal Sample Selection Through Uncertainty Estimation and Its Application in Deep Learning.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Optimal Sample Selection Through Uncertainty Estimation and Its Application in Deep Learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:45.841314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d720f93-19c2-41dc-81d4-e7bec1da49c8 · outbound

This paper cites an unresolved cited work.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:08:48.902697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c2bdf39c-b920-47ff-8697-544dcd55a9d8 · outbound

This paper cites an unresolved cited work.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:45.974517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3634353-e02c-43a8-aae4-53451f49be3b · outbound

This paper cites an unresolved cited work.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:46.024422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0805446-b1c2-41dc-b9a1-16db12793ee3 · outbound

This paper cites Active Learning by Acquiring Contrastive Examples.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Active Learning by Acquiring Contrastive Examples

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:46.030607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a53c8169-a05e-4f10-a958-77e1b9311bfb · outbound

This paper cites 100 instances is all you need: predicting the success of a new LLM on unseen data by testing on a few instances.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization 100 instances is all you need: predicting the success of a new LLM on unseen data by testing on a few instances

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:46.069427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0649a8b1-0119-4ac9-9bdf-e1a88bfb537b · outbound

This paper cites an unresolved cited work.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:08:48.764058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6abe9604-0898-4f4a-a764-db9bffa04569 · outbound

This paper cites tinyBenchmarks: evaluating LLMs with fewer examples.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization tinyBenchmarks: evaluating LLMs with fewer examples

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:46.116666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68c6f579-4b73-4c96-a89c-7fa29cd3b437 · outbound

This paper cites Automatic Prompt Optimization with "Gradient Descent" and Beam Search.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Automatic Prompt Optimization with "Gradient Descent" and Beam Search

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:46.207594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9304d62b-8f34-42a1-aa30-07551831dabd · outbound

This paper cites an unresolved cited work.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:08:48.656923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f0125ce7-bd1a-480a-b056-b8817cff4f90 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:46.391741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fa6ca6e-9ab1-44ad-bebc-ab9877d86ef8 · outbound

This paper cites Active Learning for Convolutional Neural Networks: A Core-Set Approach.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Active Learning for Convolutional Neural Networks: A Core-Set Approach

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:46.398642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a885d317-e090-46d2-b1b3-09f829acbe28 · outbound

This paper cites an unresolved cited work.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:08:48.563914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ec5aeb86-0ae1-4621-b711-2e20184fb56b · outbound

This paper cites An Empirical Study of Example Forgetting during Deep Neural Network Learning.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization An Empirical Study of Example Forgetting during Deep Neural Network Learning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:46.470263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 880a68df-56a8-4e17-9744-8ed3c31a3048 · outbound

This paper cites Anchor Points: Benchmarking Models with Much Fewer Examples.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Anchor Points: Benchmarking Models with Much Fewer Examples

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:46.539418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47b47f51-37ec-426f-8a33-b0471e40ecaa · outbound

This paper cites an unresolved cited work.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:08:48.459157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f18b0cb6-53b2-40ea-add9-9986a47c7082 · outbound

This paper cites "Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization "Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:46.623696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd03d039-b190-457b-a32d-b5e0a402d607 · outbound

This paper cites an unresolved cited work.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:46.630311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6030d55-fd56-4b90-8823-d0094f7a8e63 · outbound

This paper cites Large Language Models as Optimizers.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Large Language Models as Optimizers

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:46.677735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5078c01b-bbcd-4c12-a041-e024a5cc104b · outbound

This paper cites Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:46.705488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01f3d289-8db2-426c-8ac4-55c77d653cb6 · outbound

This paper cites an unresolved cited work.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:08:48.378702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 58c76913-35af-45f4-a988-b43349a20ece · outbound

This paper cites TEMPERA: Test-Time Prompting via Reinforcement Learning.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization TEMPERA: Test-Time Prompting via Reinforcement Learning

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:46.821013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcd2c9e3-2e9c-41df-999c-b3ed66a53694 · outbound

This paper cites an unresolved cited work.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Unresolved cited work

Reference 39

Resolution: verified exact; doi, observed 2026-08-15T21:08:47.308306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4092c3f0-2f1a-47bd-a327-bdd68d4509b6 · outbound

This paper cites an unresolved cited work.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:08:48.244094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fb5314c8-f3d5-45a1-9896-f1f134b83120 · outbound

This paper cites Predictable Artificial Intelligence.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Predictable Artificial Intelligence

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:46.925854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf9a77ae-772a-4cf1-a33f-c1bbc1b4f41d · outbound

This paper cites Large Language Models Are Human-Level Prompt Engineers.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Large Language Models Are Human-Level Prompt Engineers

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:46.936065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3f059eb-766d-4a61-95e2-af5f4c04e2d3 · outbound

This paper cites online" 'onlinestring :=.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization online" 'onlinestring :=

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:47.045425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af9c4d93-6f9e-4cd6-9aa2-faacdd53b0d0 · outbound

This paper cites write newline.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization write newline

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:47.084080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f501037-58b3-4d81-bd50-db54aaeb94df · outbound

This paper cites an unresolved cited work.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:08:48.171504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.