Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets | Paper Citation Record

Observation 56765134-c1f1-45e3-8ad6-3b61f52374e3 · outbound

This paper cites Concrete Problems in AI Safety.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Concrete Problems in AI Safety

Reference 1

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Observation 07b5ba70-1fdd-497c-aafb-e2b2127b7b1f · outbound

This paper cites Program Synthesis with Large Language Models.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Program Synthesis with Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T00:42:55.750021Z

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Observation 1b80d79f-183c-4525-94a0-aabd8181c5d5 · outbound

This paper cites Reinforcement Learning with Verifiable yet Noisy Rewards under Imperfect Verifiers.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Reinforcement Learning with Verifiable yet Noisy Rewards under Imperfect Verifiers

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T00:42:55.896502Z

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Observation c967abae-1ab3-4368-b4b6-5466d675666d · outbound

This paper cites Answer Matching Outperforms Multiple Choice for Language Model Evaluation.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Answer Matching Outperforms Multiple Choice for Language Model Evaluation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T00:42:56.011737Z

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Observation 6850ce16-9810-4849-b0c8-5a01b6b1b022 · outbound

This paper cites CodeT: Code generation with generated tests.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets CodeT: Code generation with generated tests

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:43:06.627859Z

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Observation a6f23190-75dd-4ea2-a758-ac7ab7893f39 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Evaluating Large Language Models Trained on Code

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T00:42:56.255843Z

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Observation 80aa02aa-e708-4211-a92a-734accb60b35 · outbound

This paper cites Jimenez, John Yang, Kevin Liu, and Aleksander Madry.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Jimenez, John Yang, Kevin Liu, and Aleksander Madry

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:43:06.479453Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f09a48a7-2071-4fff-9943-f16d5e6aaff7 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T00:42:56.490998Z

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Observation 27ee833d-e729-49cc-ac06-0519fce26530 · outbound

This paper cites Scoring Verifiers: Evaluating Synthetic Verification for Code and Reasoning.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Scoring Verifiers: Evaluating Synthetic Verification for Code and Reasoning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T00:42:56.617826Z

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Observation 005b98e3-25d7-4240-a9d3-51f1bbc8ddb5 · outbound

This paper cites Rabe, Talia Ringer, and Yuriy Brun.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Rabe, Talia Ringer, and Yuriy Brun

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:43:06.329643Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e545781d-73f3-4ba4-ad35-7054ea7994a2 · outbound

This paper cites Scaling laws for reward model overoptimization.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Scaling laws for reward model overoptimization

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:43:06.203280Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 801c6585-745f-478f-b774-0563d4008229 · outbound

This paper cites A Survey on LLM-as-a-Judge.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets A Survey on LLM-as-a-Judge

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T00:42:56.891870Z

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Observation 7c120526-1391-40cd-8620-153f1f432da0 · outbound

This paper cites Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T00:42:56.941409Z

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Observation dbdc489b-57d3-41ac-8f0c-cea0e5b2814b · outbound

This paper cites LLMs Gaming Verifiers: RLVR can Lead to Reward Hacking.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets LLMs Gaming Verifiers: RLVR can Lead to Reward Hacking

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T00:42:57.018264Z

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Observation 6c547609-724c-468b-ac3d-2d5426bc755a · outbound

This paper cites Large language models cannot self-correct reasoning yet.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Large language models cannot self-correct reasoning yet

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:43:06.049364Z

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Observation a3212086-ea3f-4470-b589-c33e24fd66c1 · outbound

This paper cites Pitfalls of rule- and model-based verifiers: A case study on mathematical reasoning.arXiv preprint arXiv:2505.22203, 2025.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Pitfalls of rule- and model-based verifiers: A case study on mathematical reasoning.arXiv preprint arXiv:2505.22203, 2025

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T00:42:57.276071Z

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Observation c04fee6b-eb3d-492a-8552-fb573dc0c5a7 · outbound

This paper cites Large-scale cloze evaluation reveals that token prediction tasks are neither lexically nor semantically aligned.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Large-scale cloze evaluation reveals that token prediction tasks are neither lexically nor semantically aligned

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T00:42:57.335872Z

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Observation d4d63866-d6d2-445d-90d9-125f3954079a · outbound

This paper cites SELF-[IN]CORRECT: LLMs Struggle with Discriminating Self-Generated Responses.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets SELF-[IN]CORRECT: LLMs Struggle with Discriminating Self-Generated Responses

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T00:42:57.387763Z

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Observation a89ff8da-017e-4a43-8066-a445deb8ca2d · outbound

This paper cites Language Models (Mostly) Know What They Know.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Language Models (Mostly) Know What They Know

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T00:42:57.450552Z

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Observation 31b5bf56-2455-40df-8c27-4ac6a37a2744 · outbound

This paper cites Tulu 3: Pushing Frontiers in Open Language Model Post-Training.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Tulu 3: Pushing Frontiers in Open Language Model Post-Training

Reference 21

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Observation 15d8bc4f-2ab0-47ad-996f-6442d3c29fbb · outbound

This paper cites Let’sverifystepbystep.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Let’sverifystepbystep

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:43:05.861746Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1041a728-0780-4d1b-9b1e-9fc7e41be5ef · outbound

This paper cites Is your code generated by ChatGPT really correct? rigorous evaluation of large language models for code generation.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Is your code generated by ChatGPT really correct? rigorous evaluation of large language models for code generation

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:43:05.690456Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f45f340b-6e35-426b-a2c7-6c37c87c9d3c · outbound

This paper cites Rethinking Verification for LLM Code Generation: From Generation to Testing.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Rethinking Verification for LLM Code Generation: From Generation to Testing

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-06T00:43:02.301477Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 261b4d69-af70-4247-8968-b61cb2c8d588 · outbound

This paper cites Self-refine: Iterative refinement with self-feedback.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Self-refine: Iterative refinement with self-feedback

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:43:05.515856Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5c55bc9d-56f5-495b-8c7a-f85f33a27070 · outbound

This paper cites an unresolved cited work.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:43:05.362211Z

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Observation d4dedd60-c8fd-44a7-ae32-aa71ce43d2a6 · outbound

This paper cites What can we learn from collective human opinions on natural language inference data? InProceedings of EMNLP, 2020.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets What can we learn from collective human opinions on natural language inference data? InProceedings of EMNLP, 2020

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:43:05.208678Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2ae0cc0b-53c8-4a2e-8a68-5bcdab945dd1 · outbound

This paper cites The effects of reward misspecification: Mapping and mitigating misaligned models.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets The effects of reward misspecification: Mapping and mitigating misaligned models

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:43:05.052619Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a7d0c9a5-fc65-4dde-ac36-f927e43501aa · outbound

This paper cites Qwen2.5 Technical Report.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Qwen2.5 Technical Report

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T00:42:58.258320Z

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Observation 9d5f5215-d663-4eaa-8ade-5d68212353fb · outbound

This paper cites Before the Model Learns the Bug:Fuzzing RLVR Verifiers.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Before the Model Learns the Bug:Fuzzing RLVR Verifiers

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-06T00:43:02.020167Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 12ec88ad-73c2-45b3-82ff-215cc94ad8ef · outbound

This paper cites An empirical evaluation of using large language models for automated unit test generation.IEEE Transactions on Software Engineering, 2024.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets An empirical evaluation of using large language models for automated unit test generation.IEEE Transactions on Software Engineering, 2024

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:43:04.930480Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4d1e0d3c-c731-42f6-81d8-0aa460389574 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T00:42:58.610145Z

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Observation 59fe8eca-91b5-4b3b-b61f-47f671f12e7b · outbound

This paper cites an unresolved cited work.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Unresolved cited work

Reference 33

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Observation 4a151dce-1fbe-4ea6-af68-2b1378e91128 · outbound

This paper cites Mind the Gap: Examining the Self-Improvement Capabilities of Large Language Models.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Mind the Gap: Examining the Self-Improvement Capabilities of Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T00:42:58.750607Z

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Observation 0f457223-c64b-4f60-b8b0-d9575cbc3583 · outbound

This paper cites On the Self-Verification Limitations of Large Language Models on Reasoning and Planning Tasks.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets On the Self-Verification Limitations of Large Language Models on Reasoning and Planning Tasks

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T00:42:58.819481Z

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Observation 683e9c94-b538-447e-bfd9-f61edfaee109 · outbound

This paper cites Just ask for calibration: Strategies for eliciting calibrated confidence scores from language models.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Just ask for calibration: Strategies for eliciting calibrated confidence scores from language models

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:43:04.753162Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 32f3b319-5db9-4391-9e00-d3e90967dfd7 · outbound

This paper cites Order matters: Sequence to sequence for sets.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Order matters: Sequence to sequence for sets

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:43:04.479794Z

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Observation 290ed08f-de5f-440a-88ac-1ec852d72c44 · outbound

This paper cites Self-consistency improves chain of thought reasoning in language models.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Self-consistency improves chain of thought reasoning in language models

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:43:04.312856Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 99421d6f-cc4f-4d6f-ac40-2c5440992a10 · outbound

This paper cites Con- sistency of a recurrent language model with respect to incomplete decoding.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Con- sistency of a recurrent language model with respect to incomplete decoding

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:43:04.163427Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2cc989b6-bc3c-4596-a067-a6cc37a92e28 · outbound

This paper cites Large language models are better reasoners with self-verification.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Large language models are better reasoners with self-verification

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:43:03.957082Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3a972c1a-5c23-46e9-92af-72b9315f088c · outbound

This paper cites what it can create, it may not understand.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets what it can create, it may not understand

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:43:03.758630Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2df6edbf-9234-47ab-abbb-249b9208a7e8 · outbound

This paper cites Efficient Guided Generation for Large Language Models.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Efficient Guided Generation for Large Language Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T00:42:59.366613Z

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Observation 09c82dbb-8a4e-48cb-950a-43421840574c · outbound

This paper cites Jiang, Wenda Li, et al.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Jiang, Wenda Li, et al

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:43:03.588185Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 18f93d2b-342f-4e6e-9566-7a552c9195ed · outbound

This paper cites Can LLMs express their uncertainty? an empirical evaluation of confidence elicitation in LLMs.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Can LLMs express their uncertainty? an empirical evaluation of confidence elicitation in LLMs

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:43:03.450792Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0e153ff8-2c8e-4109-a9a0-2c5f7b589980 · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T00:42:59.575499Z

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Observation c690072c-e9ad-48de-9f5c-32e63bac7c6b · outbound

This paper cites Judging LLM-as-a-judge with MT-bench and chatbot arena.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Judging LLM-as-a-judge with MT-bench and chatbot arena

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:43:03.233303Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 047a85fc-af93-4817-91e6-e91dc3018dd5 · outbound

This paper cites RubricBench: Aligning model-generated rubrics with human standards.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets RubricBench: Aligning model-generated rubrics with human standards

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T00:42:59.770338Z

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Observation 1b7c10b3-f874-4fe8-8bb0-b59dfb1efac2 · outbound

This paper cites Self-Rewarding Language Models.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Self-Rewarding Language Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T00:42:59.909123Z

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Observation ab446688-d7fe-443e-ab53-2f9e60002670 · outbound

This paper cites Generative Verifiers: Reward Modeling as Next-Token Prediction.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Generative Verifiers: Reward Modeling as Next-Token Prediction

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T00:42:59.966639Z

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Observation 12947eb9-15c3-41cd-ac6d-73160fddd018 · outbound

This paper cites LLM Critics Help Catch LLM Bugs.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets LLM Critics Help Catch LLM Bugs

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:00.039128Z

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Observation 796a9f74-3c3c-46c4-898b-aedb632ee5ab · outbound

This paper cites SWT-Bench: Test- ing and validating real-world bug-fixes with code agents.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets SWT-Bench: Test- ing and validating real-world bug-fixes with code agents

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:43:03.042207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9a5417b1-96e7-432a-b22a-eeb1cf7271d2 · outbound

This paper cites an unresolved cited work.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:43:02.910960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7e78a78f-6223-4c63-9ea3-3b09e37e95c8 · outbound

This paper cites Tomayto, tomahto: Beyond token-level answer equivalence for question answering evaluation.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Tomayto, tomahto: Beyond token-level answer equivalence for question answering evaluation

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:43:02.742530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5cd6e2e8-5672-4516-a13f-9301b2efc1fc · outbound

This paper cites TOGLL: Correct and Strong Test Oracle Generation with LLMs.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets TOGLL: Correct and Strong Test Oracle Generation with LLMs

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:00.408314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec88bab9-d4f6-4ae1-a738-cb20d5ee4566 · outbound

This paper cites VALTEST: Automated validation of language model generated test cases.arXiv preprint arXiv:2411.08254, 2024.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets VALTEST: Automated validation of language model generated test cases.arXiv preprint arXiv:2411.08254, 2024

Reference 55

Resolution: verified exact; raw_fallback, observed 2026-08-06T00:43:01.743085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6afcd0e0-4214-4d8a-b992-712d4c9a5c4e · outbound

This paper cites Hallucination to consensus: Multi- agent LLMs for end-to-end JUnit test generation.ACM Transactions on Software Engineering and Methodology, 2026.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Hallucination to consensus: Multi- agent LLMs for end-to-end JUnit test generation.ACM Transactions on Software Engineering and Methodology, 2026

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:00.589660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02d73510-88a2-49a8-8ad6-887c67f30d77 · outbound

This paper cites Do LLMs generate test oracles that capture the actual or the expected program behaviour?.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Do LLMs generate test oracles that capture the actual or the expected program behaviour?

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:00.711348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6b194e9-ca16-465e-a061-06b656f02174 · outbound

This paper cites PAL: Program-aided Language Models.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets PAL: Program-aided Language Models

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:00.801354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 246a7c5b-3fb0-4a73-a6a8-40f2cfbd12ef · outbound

This paper cites Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:00.878591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcb0a385-ed47-474e-88e8-9680e753f793 · outbound

This paper cites TinyV: Reducing False Negatives in Verification Improves RL for LLM Reasoning.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets TinyV: Reducing False Negatives in Verification Improves RL for LLM Reasoning

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:00.923422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a2c8d15-daa5-437a-bf31-b20394ddef9d · outbound

This paper cites Sequential enumeration in large language models.arXiv preprint arXiv:2512.04727, 2025.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets Sequential enumeration in large language models.arXiv preprint arXiv:2512.04727, 2025

Reference 61

Resolution: verified exact; raw_fallback, observed 2026-08-06T00:43:01.425149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 59fdd9e4-6fcb-4ed3-a5c9-5609e1b3485a · outbound

This paper cites |S ∗|= 10.

Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets |S ∗|= 10

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:01.149558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers