Select Smarter, Not More: Prompt-Aware Evaluation Scheduling with Submodular Guarantees | Paper Citation Record

Observation a03c4a3b-6a7f-4519-8390-68cc4192d9be · outbound

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

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Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-24T09:43:26.534305Z

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Observation 8cd2671c-6d90-4c3f-8dfe-1fc6760f7bdb · outbound

This paper cites Large language models as optimizers.

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Reference 2

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Observation 4e800469-e96b-4d01-974b-b63e89638940 · outbound

This paper cites Quantifying Language Models' Sensitivity to Spurious Features in Prompt Design or: How I learned to start worrying about prompt formatting.

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Reference 3

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Observation a8a893c2-7ea6-48a4-89da-21cf7908c2f1 · outbound

This paper cites Language mod- els are few-shot learners.

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Reference 4

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Observation 4c06c468-0277-4fe7-a75c-4eac7f9018ed · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

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Reference 5

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Observation a6a1dc61-3ba7-4bcd-b563-b18fa746f141 · outbound

This paper cites Automatic prompt optimization with gradient descent and beam search.

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Reference 6

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Observation 4a553b01-b5fa-4673-89e5-30db96852647 · outbound

This paper cites Evoprompt: Connecting large language models with evolutionary algorithms for prompt engineering.

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Reference 7

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Observation 9a87bf14-f460-47a7-a287-271c6dbdba85 · outbound

This paper cites DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines.

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Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:57:47.698794Z

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Observation 8475352b-f646-4c1f-a6d4-6659c067e0ed · outbound

This paper cites Submodular eval- uation subset selection in automatic prompt optimization.

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Reference 9

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Observation ac219fc0-e2dd-4381-9257-2025baeccb62 · outbound

This paper cites Model performance-guided evaluation data selection for effective prompt optimization.

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Reference 10

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Observation 0471c269-cb68-4df9-bfcc-962de0180639 · outbound

This paper cites Grips: Gradient-free, edit-based instruction search for prompting large language models.

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Reference 11

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Observation 0af798b4-0a51-4fcc-9002-8bb8248e4c62 · outbound

This paper cites TextGrad: Automatic "Differentiation" via Text.

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Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-13T11:27:59.484812Z

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Observation 79b224d2-5a63-4cc2-a4a9-37b1e89ee1b9 · outbound

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

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Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-16T08:12:31.711130Z

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Observation a8084d27-1f4c-42cd-8d23-f9f5b8479d5d · outbound

This paper cites InstructZero: Efficient Instruction Optimization for Black-Box Large Language Models.

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Reference 14

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Observation 59043506-952a-4b01-aae4-59c0781f4308 · outbound

This paper cites PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization.

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Reference 15

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Observation b4bd0ba0-7d9d-42b5-a60e-db4ec845e756 · outbound

This paper cites Prompt optimization with ease? efﬁcient ordering- aware automated selection of exemplars.

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Reference 16

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Observation 00972f5a-bc3f-4fae-9064-c01d0e435245 · outbound

This paper cites Efﬁcient prompt optimization through the lens of best arm identiﬁcation.

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Reference 17

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Observation 03ecfa72-634f-4ba4-bbd5-c590a7170e20 · outbound

This paper cites Adaptive prompt structure factorization: A framework for self-discovering and optimizing composi- tional prompt programs.

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Reference 18

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Observation 73dfe8ee-14af-448f-a209-12c42fa547f6 · outbound

This paper cites Applications of item response theory to practical testing problems.

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Reference 19

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Observation 2a9700d8-8133-4cd5-b759-4d1c88cc113b · outbound

This paper cites Computerized adaptive testing: Theory and practice, volume 13.

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Reference 20

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Observation 4f43890e-7482-4390-8fa6-89024502c78e · outbound

This paper cites tinyBenchmarks: evaluating LLMs with fewer examples.

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Reference 21

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Observation 1e313c25-af52-415a-8245-306e89ebdefc · outbound

This paper cites metabench -- A Sparse Benchmark of Reasoning and Knowledge in Large Language Models.

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Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T09:50:59.571592Z

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Observation 8611050c-0a21-482f-95d2-202fcab4e6d1 · outbound

This paper cites Item response theory in ai: Analysing machine learning classiﬁers at the instance level.

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Reference 23

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Observation f627b8f0-a32a-4a5b-865c-d15008c70a66 · outbound

This paper cites Position: Ai evaluation should learn from how we test humans.

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Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T18:42:04.585496Z

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Observation 5485ede4-8cbd-4929-8239-5dacc795128f · outbound

This paper cites An analysis of approxima- tions for maximizing submodular set functionsi.

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Reference 25

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Observation d9a90575-4d63-469f-b24f-05ab7dc19bf9 · outbound

This paper cites Submodular function maximization.

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Reference 26

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Observation f874c970-327a-474f-bd71-5e2f4335173e · outbound

This paper cites Lazier than lazy greedy.

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Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T18:42:04.588713Z

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Observation b87db409-a8b7-4ef8-a06f-a324113f6632 · outbound

This paper cites An online algorithm for maximizing submodular func- tions.

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Reference 28

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Observation 0021f431-db4a-40fc-89b6-fe600c70b535 · outbound

This paper cites Online Submodular Maximization under a Matroid Constraint with Application to Learning Assignments.

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Reference 29

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Observation c3fb9609-82e6-42cd-91f9-851cf3c8b17b · outbound

This paper cites Information complexity in bandit subset selection.

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Reference 30

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Observation ae17e6e3-7c1d-467e-a987-32d93caa3712 · outbound

This paper cites Bandits with switching costs: T 2/3 regret.

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Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T18:42:04.607824Z

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Observation 9e363263-dc20-468a-a084-4ec07a06d78b · outbound

This paper cites A 2-competitive algorithm for online convex optimization with switching costs.

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Reference 32

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Observation acc32335-3781-4e22-829e-f1e25b283edf · outbound

This paper cites Coresets for data-efﬁcient training of machine learning models.

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Reference 33

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Observation 1b279fb6-9f56-4dc3-a5f9-9604ec89e839 · outbound

This paper cites D2 Pruning: Message Passing for Balancing Diversity and Difficulty in Data Pruning.

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Reference 34

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Observation 765d10b3-57c1-4598-9c4d-d00d05be6937 · outbound

This paper cites Curriculum learning.

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Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T18:42:04.558118Z

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Observation 57e84a4f-60f4-4454-af5a-fea5d6afcd40 · outbound

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

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Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:50:59.576221Z

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Observation f26e462e-2f24-4689-a5ed-5ce52c6cd004 · outbound

This paper cites Deep Batch Active Learning by Diverse, Uncertain Gradient Lower Bounds.

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Reference 37

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Observation a950b5de-1456-4d7b-be87-4bf554cf11bc · outbound

This paper cites Glister: Generalization based data subset selection for efﬁcient and robust learning.

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Reference 38

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Observation c913e5cf-d29d-46f1-bd0e-99961b8fc4b1 · outbound

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

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Reference 39

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Observation 20e24265-4a7b-4590-a8f3-26fb008aeaea · outbound

This paper cites Deep learning on a data diet: Finding important examples early in training.

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Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T18:42:04.566952Z

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Observation b610d825-c34b-4c72-85cb-91b34346914d · outbound

This paper cites Monotone submodular maximization over a matroid via non- oblivious local search.

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Reference 41

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Observation ef5d9970-08c7-4011-a081-fb1777357918 · outbound

This paper cites Maximizing non-monotone submodular functions.

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Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T18:42:04.624181Z

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Observation d49eb784-60c2-42a5-9d2a-3243cec76211 · outbound

This paper cites Challenging big-bench tasks and whether chain-of-thought can solve them.

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Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T18:42:04.644824Z

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Observation a44b3135-de33-42fe-b7a2-90685005197f · outbound

This paper cites Be- yond the imitation game: Quantifying and extrapolating the capabilities of language models.

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Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T18:42:04.637761Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e8658ba7-e3eb-49e1-be01-a12d7d589581 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

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Reference 45

Resolution: verified exact; local_arxiv, observed 2026-05-11T09:50:59.556214Z

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Observation c3e673d5-dad3-4a4b-9314-fe49e1806c30 · outbound

This paper cites worker-as-judge.

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Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T18:42:04.647856Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a836ca0a-62c5-43a4-b6f5-93dcc9338b38 · outbound

This paper cites an unresolved cited work.

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Reference 47

Resolution: unresolved; raw_fallback, observed 2026-05-17T18:42:04.506986Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 69c696ca-c700-45a9-a6d6-3a0bfbb1af4c · outbound

This paper cites an unresolved cited work.

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Reference 48

Resolution: unresolved; raw_fallback, observed 2026-05-17T18:42:04.576408Z

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Observation e03a3200-e71f-49ef-938f-d2ce4f20f104 · outbound

This paper cites calculate the ﬁnal coordinates.

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Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T18:42:04.503669Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8cfe2a8c-c431-4716-80d7-e985a62617cc · outbound

This paper cites During the initial rounds, POES uses a random subset identical to the Random baseline.

Select Smarter, Not More: Prompt-Aware Evaluation Scheduling with Submodular Guarantees During the initial rounds, POES uses a random subset identical to the Random baseline

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T18:42:04.499990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0d359991-3144-4499-8b97-4ad4b2cd3b12 · outbound

This paper cites an unresolved cited work.

Select Smarter, Not More: Prompt-Aware Evaluation Scheduling with Submodular Guarantees Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-05-17T18:42:04.513873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 73fcd71e-eea9-4366-80be-e155740be17a · outbound

This paper cites After warmup exit, the subset evolves gradually: the swap budget Bt limits the number of items that can change per round (typically 2–4 out of k=20).

Select Smarter, Not More: Prompt-Aware Evaluation Scheduling with Submodular Guarantees After warmup exit, the subset evolves gradually: the swap budget Bt limits the number of items that can change per round (typically 2–4 out of k=20)

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T18:42:04.517299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bb0c4187-ed8a-4d0f-b745-6d654191427f · outbound

This paper cites discriminative.

Select Smarter, Not More: Prompt-Aware Evaluation Scheduling with Submodular Guarantees discriminative

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T18:42:04.521244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 05a006e0-0ed6-4456-851b-85b4c8870b42 · outbound

This paper cites an unresolved cited work.

Select Smarter, Not More: Prompt-Aware Evaluation Scheduling with Submodular Guarantees Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-05-17T18:42:04.546446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 37b7adf9-2f8e-4a9c-aaa9-9650ca58b731 · outbound

This paper cites 2PL trade-off, scaling to larger pools and generation tasks, and reduced gains when all prompts already perform similarly.

Select Smarter, Not More: Prompt-Aware Evaluation Scheduling with Submodular Guarantees 2PL trade-off, scaling to larger pools and generation tasks, and reduced gains when all prompts already perform similarly

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T18:42:04.668542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3b37fd1a-92ac-4d0a-82bb-dfb2cd3f13b6 · outbound

This paper cites an unresolved cited work.

Select Smarter, Not More: Prompt-Aware Evaluation Scheduling with Submodular Guarantees Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-05-17T18:42:04.672065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b7e57059-4146-487e-be5f-a047fa66298f · outbound

This paper cites an unresolved cited work.

Select Smarter, Not More: Prompt-Aware Evaluation Scheduling with Submodular Guarantees Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-05-17T18:42:04.598571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation cbd4f3b3-5a1f-45c1-ad5c-28dbf33fff14 · outbound

This paper cites All datasets used are publicly available benchmarks (BBH, BigBench, MMLU, GSM8K, MA TH, MultiArith).

Select Smarter, Not More: Prompt-Aware Evaluation Scheduling with Submodular Guarantees All datasets used are publicly available benchmarks (BBH, BigBench, MMLU, GSM8K, MA TH, MultiArith)

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T18:42:04.658676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a616da96-4338-4ffe-92ae-1bd132113494 · outbound

This paper cites an unresolved cited work.

Select Smarter, Not More: Prompt-Aware Evaluation Scheduling with Submodular Guarantees Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-05-17T18:42:04.563058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 571357e9-052e-4b94-8f1a-70a4836d326f · outbound

This paper cites The scheduler diagnostics in Section F report means with stan- dard deviations.

Select Smarter, Not More: Prompt-Aware Evaluation Scheduling with Submodular Guarantees The scheduler diagnostics in Section F report means with stan- dard deviations

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T18:42:04.496767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a478b234-a751-4c7e-95b6-dd3551a33edb · outbound

This paper cites an unresolved cited work.

Select Smarter, Not More: Prompt-Aware Evaluation Scheduling with Submodular Guarantees Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-05-17T18:42:04.524920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4e3c0482-b518-4d16-a466-1c44cc1158d7 · outbound

This paper cites an unresolved cited work.

Select Smarter, Not More: Prompt-Aware Evaluation Scheduling with Submodular Guarantees Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-05-17T18:42:04.529978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 927cd95b-3148-4395-a2c9-3fa7a6b5054e · outbound

This paper cites an unresolved cited work.

Select Smarter, Not More: Prompt-Aware Evaluation Scheduling with Submodular Guarantees Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-05-17T18:42:04.596065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 438956cd-0a3f-464c-a7e8-4d589034617e · outbound

This paper cites an unresolved cited work.

Select Smarter, Not More: Prompt-Aware Evaluation Scheduling with Submodular Guarantees Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-05-17T18:42:04.601206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 78ced53f-b52b-457c-8378-ade575d7ab63 · outbound

This paper cites All are publicly available under permissive licenses.

Select Smarter, Not More: Prompt-Aware Evaluation Scheduling with Submodular Guarantees All are publicly available under permissive licenses

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T18:42:04.610953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8d2220b8-d67e-497a-8842-5ae039bc0e30 · outbound

This paper cites an unresolved cited work.

Select Smarter, Not More: Prompt-Aware Evaluation Scheduling with Submodular Guarantees Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-05-17T18:42:04.613916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c394f6b5-ab55-4c69-bd2b-5ac9d50adc89 · outbound

This paper cites an unresolved cited work.

Select Smarter, Not More: Prompt-Aware Evaluation Scheduling with Submodular Guarantees Unresolved cited work

Reference 67

Resolution: unresolved; raw_fallback, observed 2026-05-17T18:42:04.630894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 39df8bc7-1cc7-48e1-84c7-32fa9a0dbadf · outbound

This paper cites an unresolved cited work.

Select Smarter, Not More: Prompt-Aware Evaluation Scheduling with Submodular Guarantees Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-05-17T18:42:04.675628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 753e8a98-be73-43cd-b884-d0e6e87b7127 · outbound

This paper cites an unresolved cited work.

Select Smarter, Not More: Prompt-Aware Evaluation Scheduling with Submodular Guarantees Unresolved cited work

Reference 69

Resolution: unresolved; raw_fallback, observed 2026-05-17T18:42:04.678644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers