Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-12T04:42:23.297389Z
Paper Citation Record · LEDGER
As of 4 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 100 inbound Pith citation observations for arXiv:2407.21787.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-12T04:42:23.297389Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T13:26:48.727277Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-10T06:15:00.866473Z
72 of 72 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 27233742-e9e2-4cfa-98d0-c81cce0eeaab · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling URL https://aide.dev/
Reference 1
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Observation d1f44d38-59ef-4b16-9ccd-5d47cf4bf556 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling URL https://openai.com/index/hello-gpt-4o/
Reference 2
Source-reported events for the cited work
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Observation 08fec5c2-02c0-4ecc-a838-540fbfea8aa2 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling URL https://llama.meta.com/llama3/
Reference 3
Source-reported events for the cited work
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Observation 7325199c-bc25-4002-9ff2-35249ebed8a2 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling URL https://www.anthropic.com/news/claude-3-5-sonnet
Reference 4
Source-reported events for the cited work
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Observation 0d7cd5e0-b5fc-4d58-ae8b-f33972ac3ed9 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling URL https://www.voyageai.com/
Reference 5
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Observation 4c8c871b-8641-46e0-85a3-6b05dc617ffa · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Bifurcated Attention: Accelerating Massively Parallel Decoding with Shared Prefixes in LLMs
Reference 6
Source-reported events for the cited work
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Observation 8a696795-29ca-43b9-90df-6f4f604664e2 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Bowman, Zac Hatfield-Dodds, Ben Mann, Dario Amodei, Nicholas Joseph, Sam McCandlish, Tom Brown, and Jared Kaplan
Reference 7
Source-reported events for the cited work
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Observation f134d4fa-c9fa-47d6-85ad-9b4e1d10a85a · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Graph of thoughts: Solving elaborate problems with large language models
Reference 8
Source-reported events for the cited work
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Observation da70201d-24aa-4715-8de9-378e10adaadd · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling
Reference 9
Source-reported events for the cited work
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Observation a4c5aef6-61ef-4bff-b197-96d5c293eb73 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Combining deep reinforcement learning and search for imperfect-information games
Reference 10
Source-reported events for the cited work
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Observation 582ab912-b458-467e-ad4c-96140659d62d · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Language Models are Few-Shot Learners
Reference 11
Source-reported events for the cited work
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Observation 34bb5a55-519a-43c5-96e2-cc5d5b084b7b · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Joseph Hoane, and Feng-hsiung Hsu
Reference 12
Source-reported events for the cited work
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Observation c4267d61-6e44-4fc7-94a5-1df37d6e5ae4 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Alphamath almost zero: process supervision without process
Reference 13
Source-reported events for the cited work
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Observation 7b029715-fff4-48f2-87ca-856b43c04d58 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems
Reference 14
Source-reported events for the cited work
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Observation 619aa561-5dc1-42cf-a232-beee1f382ec0 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Evaluating Large Language Models Trained on Code
Reference 15
Source-reported events for the cited work
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Observation b9af9498-2482-48a3-8745-11939eec7125 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling On the Measure of Intelligence
Reference 16
Source-reported events for the cited work
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Observation 990b57c7-234f-4dd3-9fa1-83cf929dd8ae · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Deep reinforcement learning from human preferences
Reference 17
Source-reported events for the cited work
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Observation b7c8b051-b78e-4d45-9ec6-ba2ffe1cbbbc · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Training verifiers to solve math word problems
Reference 18
Source-reported events for the cited work
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Observation c5e77a22-8b4c-46c3-a73f-8ee1be81ca7b · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Networks of Networks: Complexity Class Principles Applied to Compound AI Systems Design
Reference 19
Source-reported events for the cited work
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Observation fb955237-bea3-4771-8cdc-eb959617063a · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Deepseek-v2: A strong, economical, and efficient mixture-of-experts language model
Reference 20
Source-reported events for the cited work
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Observation 005f53ae-eaf7-4265-a08f-0735f7ea5834 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
Reference 21
Source-reported events for the cited work
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Observation 3c84654f-d75a-47cd-8aa2-cb568f4b4995 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling The efficiency misnomer
Reference 22
Source-reported events for the cited work
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Observation 40c98204-705a-43f8-b35d-3da9cbc0ab7a · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling The Efficiency Misnomer
Reference 23
Source-reported events for the cited work
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Observation 08bf5002-f9a5-4eed-9e4b-db0f62825fcf · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Ariel Gera, Odellia Boni, Yotam Perlitz, Roy Bar-Haim, Lilach Eden, and Asaf Yehudai
Reference 24
Source-reported events for the cited work
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Observation 9a413215-68ef-4e6d-b353-b6e4cc1108be · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Geting 50 https://www.lesswrong.com/posts/Rdwui3wHxCeKb7feK/ getting-50-sota-on-arc-agi-with-gpt-4o
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 89b2fca0-f944-4b4e-86d9-7e9ac1e4e989 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling The Larger the Better? Improved LLM Code-Generation via Budget Reallocation
Reference 26
Source-reported events for the cited work
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Observation dd01a28a-301b-406c-a835-3454908d0eab · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Measuring coding challenge competence with apps
Reference 27
Source-reported events for the cited work
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Observation f82f70ab-9b4d-49dd-9ff7-939374f92038 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Measuring mathematical problem solving with the math dataset
Reference 28
Source-reported events for the cited work
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Observation 3873cbdb-4939-4500-aae7-480e71fe766b · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Mostofa Ali Patwary, Yang Yang, and Yanqi Zhou
Reference 29
Source-reported events for the cited work
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Observation 78da744d-cec9-4b0f-b7c1-f004df70c50c · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Deep Learning Scaling is Predictable, Empirically
Reference 30
Source-reported events for the cited work
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Observation 0c9edd13-1fe8-477a-ba4c-7433b7a29ae9 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Training Compute-Optimal Large Language Models
Reference 31
Source-reported events for the cited work
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Observation e6dd5db9-7e0c-4dad-97a9-4de650848cb4 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling V-star: Training verifiers for self-taught reasoners
Reference 32
Source-reported events for the cited work
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Observation fcb9b52d-5477-42a5-a5db-c6ed9ff68ddb · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Rewarding Chatbots for Real-World Engagement with Millions of Users
Reference 33
Source-reported events for the cited work
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Observation 906c4d2c-0195-49fb-8b93-d3d0fdb74bd5 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion
Reference 34
Source-reported events for the cited work
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Observation 5c791fc3-0823-42ca-8d3b-bd9275cecf11 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
Reference 35
Source-reported events for the cited work
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Observation dc063724-65c3-4aab-a2e4-22e068acc4e7 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Scaling Scaling Laws with Board Games
Reference 36
Source-reported events for the cited work
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Observation f7378c09-19ef-4bdd-99d8-7d21e8faacae · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Hydragen: High-Throughput LLM Inference with Shared Prefixes
Reference 37
Source-reported events for the cited work
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Observation 4708dbdc-8bcd-46ee-90a5-8d546fdd66ea · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling MindStar: Enhancing Math Reasoning in Pre-trained LLMs at Inference Time
Reference 38
Source-reported events for the cited work
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Observation 418720fa-9fb0-403c-8026-c22c0f5a026a · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Brown, Benjamin Chess, Rewon Child, Scott Gray, Alec Radford, Jeffrey Wu, and Dario Amodei
Reference 39
Source-reported events for the cited work
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Observation 7b23daed-7a9f-4d1d-b18e-e7a63b1848e5 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Scaling Laws for Neural Language Models
Reference 40
Source-reported events for the cited work
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Observation f57cd5a6-0851-4c65-8114-dfe3b94d10b8 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling SPoC: Search-based Pseudocode to Code
Reference 41
Source-reported events for the cited work
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Observation 9e18d30e-ca71-4006-9aee-08aee0e67ace · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Smith, and Hannaneh Hajishirzi
Reference 42
Source-reported events for the cited work
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Observation 3ee246bc-cae0-441f-ae14-6643ce1e4bee · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Solving Quantitative Reasoning Problems with Language Models
Reference 43
Source-reported events for the cited work
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Observation a7fd96d8-6b0c-4925-9d60-385f6149c8da · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Mankowitz, Esme Sutherland Robson, Pushmeet Kohli, Nando De Freitas, Koray Kavukcuoglu, and Oriol Vinyals
Reference 44
Source-reported events for the cited work
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Observation 396392a0-64e1-42a3-bc51-24bf37865744 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Let’s verify step by step
Reference 45
Source-reported events for the cited work
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Observation e5bcdb42-3fa1-489a-a787-e5ced658c044 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Self-Refine: Iterative Refinement with Self-Feedback
Reference 46
Source-reported events for the cited work
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Observation ec3f0d04-9d96-4e9c-9107-db6685cfe820 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling When is the consistent prediction likely to be a correct prediction?
Reference 47
Source-reported events for the cited work
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Observation 2401578f-0e00-4b1b-a4a8-f8a50b94b024 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling RouteLLM: Learning to Route LLMs with Preference Data
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0cfef5dc-e60d-426e-aee2-612ee72c6aec · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling GPT-4 Technical Report
Reference 49
Source-reported events for the cited work
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Observation 5f4d05e1-8a63-44f4-800e-1d4e2bf0024e · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Language models are unsupervised multitask learners
Reference 50
Source-reported events for the cited work
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Observation 4c2eea49-a0c9-4b0b-9e79-1e7156325b7c · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Code llama: Open foundation models for code
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 46de6551-32f9-4611-8465-4fe5e5c7fd8d · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Scaling Retrieval-Based Language Models with a Trillion-Token Datastore
Reference 52
Source-reported events for the cited work
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Observation 22427f68-1841-4011-b528-f736c187ac8f · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Mastering chess and shogi by self-play with a general reinforcement learning algorithm
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 77c12347-f8b1-4204-aee5-3b194378bfd0 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7aaba7c9-ef36-45fa-a898-5fffde48efb4 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Gemma: Open Models Based on Gemini Research and Technology
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c6411e33-2113-43d8-80a9-6fa6f905d9d9 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ea476788-27b4-4f39-a17d-9b3ffb843222 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Trinh, Yuhuai Wu, Quoc V
Reference 57
Source-reported events for the cited work
correction dated 2024-02-23. Source: crossref record 10.1038/s41586-024-07115-7->10.1038/s41586-023-06747-5:correction, observed 2026-07-11T03:09:49.232535+00:00. This notice travels one citation hop only.
Observation 8105cc0c-ad39-4461-ab4d-ddfc277f6e07 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Oliphant, Matt Haberland, Tyler Reddy, David Cournapeau, Evgeni Burovski, Pearu Peterson, Warren Weckesser, Jonathan Bright, St´ efan J
Reference 58
Source-reported events for the cited work
correction dated 2020-03-04. Source: crossref record 10.1038/s41592-020-0772-5->10.1038/s41592-019-0686-2:correction, observed 2026-07-11T03:08:19.430942+00:00. This notice travels one citation hop only.
Observation e2c54041-1b64-4c12-a1db-edcbf0ae80ea · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Knowledge Fusion of Large Language Models
Reference 59
Source-reported events for the cited work
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Observation 63ebb482-6473-41ce-9756-7a13dd0c6761 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Interpretable preferences via multi-objective reward modeling and mixture-of-experts
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8cc6bb3d-74c1-4984-8a86-23c4236730fb · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Mixture-of-Agents Enhances Large Language Model Capabilities
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 547f3617-3513-4e83-80f6-0519d104b7b0 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fc68a623-0d48-4664-a54f-44b9cc843aa4 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Self-consistency improves chain of thought reasoning in language models
Reference 63
Source-reported events for the cited work
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Observation 408a4309-6ebc-4d16-96a1-a62ee6373ff4 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Chain-of-thought prompting elicits reasoning in large language models
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 87ff9e92-0c87-4170-8373-b0949ac41250 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling ReAct: Synergizing Reasoning and Acting in Language Models
Reference 65
Source-reported events for the cited work
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Observation 9f5d7f8f-e551-4568-b5bf-0ca358eb6a81 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Tree of Thoughts: Deliberate Problem Solving with Large Language Models
Reference 66
Source-reported events for the cited work
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Observation b2c7a2eb-02f6-4831-97d2-5c9bbb2f5cfd · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking
Reference 67
Source-reported events for the cited work
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Observation 77d8e953-1827-493a-b3c5-c86f53b0cfd3 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling MiniF2F: a cross-system benchmark for formal Olympiad-level mathematics
Reference 68
Source-reported events for the cited work
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Observation 2611a68e-8f2e-4ccf-8031-76d4f7472c8f · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling SGLang: Efficient Execution of Structured Language Model Programs
Reference 69
Source-reported events for the cited work
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Observation a046ff29-7186-4fc4-ab29-08baf5fc3eeb · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Moatless tools
Reference 70
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Observation d97f8be6-bc12-468c-b3aa-16b8b33a5822 · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Unresolved cited work
Reference 71
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Observation e742818e-88de-4de9-b141-87ad08f6e89a · outbound
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling In order to avoid leaking information about how to solve the theorem from its name, we replace the name of the theorem with theorem_i
Reference 72
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Observation 38ac9a5b-c39f-47c9-9dea-bd142309e795 · inbound
CHESS: Contextual Harnessing for Efficient SQL Synthesis Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 45
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Observation 78ccfddf-94c0-4904-86b4-29391ecc23a4 · inbound
Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 7
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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6a1c049f-1c98-44dc-bebb-8b9b14308e8b · inbound
Test-Time Alignment via Hypothesis Reweighting Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 7
Source-reported events for the cited work
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Observation e02fa68a-bea8-412d-ae82-21615863d09c · inbound
Training Software Engineering Agents and Verifiers with SWE-Gym Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 1
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Observation afdf5663-32e6-4087-a5a3-52335bf41784 · inbound
Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 73
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Observation 4c855f7d-bda9-4723-81ba-38eea980c9b5 · inbound
Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 95c0549f-7c96-4e10-b2c0-9317dc870a4d · inbound
LIMO: Less is More for Reasoning Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 300
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 45b2a91c-5c90-4986-9026-190a6e4c4f2c · inbound
KernelBench: Can LLMs Write Efficient GPU Kernels? Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b9e0604b-7a8f-4299-bb0e-f76cd839d51c · inbound
Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 59
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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8806c47c-1293-408d-aeb7-56ed79f389bf · inbound
A Survey of Scaling in Large Language Model Reasoning Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0df56234-770f-4480-a32b-20e782abdcbc · inbound
Reinforcement Learning from Human Feedback Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 158
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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 47a895d9-b95b-4eca-88bf-993bbd877579 · inbound
TokUR: Token-Level Uncertainty Estimation for Large Language Model Reasoning Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a0120f73-d4ed-493e-ac01-4e36f8328191 · inbound
A Scalable Multi-LLM Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bf8b2405-ace2-4d95-b09a-5b51c72c19b4 · inbound
MUR: Momentum Uncertainty guided Reasoning for Large Language Models Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 29dc9182-7726-4091-a3d3-27e7ffb53b99 · inbound
Learning to Refine: Self-Refinement of Parallel Reasoning in LLMs Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e511bb59-7b58-467d-9946-63fc080edb5c · inbound
A Survey of Reinforcement Learning for Large Reasoning Models Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d076c677-f83b-4c5c-881a-3780e57bf923 · inbound
GrACE: A Generative Approach to Better Confidence Elicitation and Efficient Test-Time Scaling in Large Language Models Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1b0abb2a-cf8e-409f-b150-3c045c92995f · inbound
ShinkaEvolve: Towards Open-Ended And Sample-Efficient Program Evolution Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6fd22b96-fc10-4b38-99a6-3e155764ca5c · inbound
Position: The Hidden Costs and Measurement Gaps of Reinforcement Learning with Verifiable Rewards Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 10f8765e-cbc9-49be-a9ae-60a4f5158b05 · inbound
CodeChemist: Functional Knowledge Transfer for Low-Resource Code Generation via Test-Time Scaling Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd5b6225-4158-4808-8cb7-a59f9e2faa64 · inbound
Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 2024
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Unavailable: canonical work link unavailable.
Observation f6448d16-2513-4886-a021-2069f652941f · inbound
Don't Pass@k: A Bayesian Framework for Large Language Model Evaluation Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 75
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4467aa03-d89a-4cbe-a786-a69d2ce13618 · inbound
Verifier-free Test-Time Sampling for Vision-Language-Action Models Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 2025
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Unavailable: canonical work link unavailable.
Observation 56deccb5-b120-4d26-b2fb-e935d48405da · inbound
Scaling Test-Time Compute to Achieve IOI Gold Medal with Open-Weight Models Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2f60fb71-058a-46b4-b824-08f01e08b757 · inbound
ToolPRM: Fine-Grained Inference Scaling of Structured Outputs for Function Calling Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 62879cc6-03b5-4ef5-a491-8335c944821a · inbound
Online In-Context Distillation for Low-Resource Vision Language Models Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3155b484-d3d6-4f13-9fd1-b30a2f9a2bf6 · inbound
Scaling Laws Meet Model Architecture: Toward Inference-Efficient LLMs Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 56393672-9b42-44c7-b541-9d79aa696f0c · inbound
Test-time reward-guided alignment of language models by importance sampling on pre-logit space Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 608ec409-2c5b-440b-9db0-3c0dca7e880f · inbound
Boosting Reasoning in Large Multimodal Models via Activation Replay Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a959d8dc-371b-4eaf-9045-0cc92350fdd8 · inbound
When Does Verification Pay Off? A Closer Look at LLMs as Solution Verifiers Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c5669f28-ac3e-47bc-b2dc-143aec6542e0 · inbound
More Bang for the Buck: Improving the Inference of Large Language Models at a Fixed Budget using Reset and Discard (ReD) Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 2022
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27410b20-48b6-40ac-be67-0e610e3bf4a4 · inbound
On the Overscaling Curse of Parallel Thinking: System Efficacy Contradicts Sample Efficiency Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 07d9e39a-6b7a-4190-b771-e3ae3af75e56 · inbound
Quantum Circuit Generation via test-time learning with large language models Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0680ac6b-997a-4865-b503-12e2880a56b0 · inbound
UnMaskFork: Test-Time Scaling for Masked Diffusion via Deterministic Action Branching Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 4
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Unavailable: canonical work link unavailable.
Observation 57b51591-3107-47f4-aa48-85ae14a2c6fa · inbound
Learning Self-Correction in Vision-Language Models via Rollout Augmentation Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6dccd669-0ad9-4187-a9b4-839631256ee6 · inbound
Reward Modeling for Reinforcement Learning-Based LLM Reasoning: Design, Challenges, and Evaluation Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 1952
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28f36b6c-47a4-484a-8758-80322b7c40bb · inbound
Efficient Reasoning on the Edge Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 63
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Unavailable: canonical work link unavailable.
Observation 17b97f1c-07b8-469b-bcc1-a98c7385023b · inbound
Empirical Bayes Estimation and Inference via Smooth Nonparametric Maximum Likelihood Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 1
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Unavailable: canonical work link unavailable.
Observation 6cf7f79f-f1aa-4665-b6f0-3b8b17d30b3f · inbound
Model Capability Dominates: Inference-Time Optimization Lessons from AIMO 3 Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 77c1b623-db83-4944-9705-b465edb63b7f · inbound
Beyond Resolution Rates: Behavioral Drivers of Coding Agent Success and Failure Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 308d31df-aaf2-4d81-b378-3aaff320362c · inbound
User Simulator-Guided Multi-Turn Preference Optimization for Reasoning LLM-based Conversational Recommendation Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 99aef33a-29e5-46fb-bc67-74f8f8ce572e · inbound
ACES: Who Tests the Tests? Leave-One-Out AUC Consistency for Code Generation Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b67500c-1941-4499-9f6e-e181e8525835 · inbound
ACES: Who Tests the Tests? Leave-One-Out AUC Consistency for Code Generation Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31a637e0-9c57-4c8c-9a87-bda3dcdae844 · inbound
NEURA: A Unified and Retargetable Compilation Framework for Coarse-Grained Reconfigurable Architectures Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 8
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Observation 32fc1e19-a630-478d-a197-0f7b082d88bc · inbound
Characterizing Performance-Energy Trade-offs of Large Language Models in Multi-Request Workflows Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bc4ff782-9677-4f31-9994-3891ebe39212 · inbound
AdverMCTS: Combating Pseudo-Correctness in Code Generation via Adversarial Monte Carlo Tree Search Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1ce9458f-11f1-4b7f-8686-07c95446b432 · inbound
Adaptive Test-Time Compute Allocation for Reasoning LLMs via Constrained Policy Optimization Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 605c0a8e-af7a-4ca1-8687-b52306e85234 · inbound
Does RL Expand the Capability Boundary of LLM Agents? A PASS@(k,T) Analysis Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 64097ce3-b95d-4556-bbb3-488369b1428f · inbound
Generalization in LLM Problem Solving: The Case of the Shortest Path Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation be582e88-0179-447b-bd2d-8ff2c2af6939 · inbound
Self-Consistency from Only Two Samples: CoT-PoT Ensembling for Efficient LLM Reasoning Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f8ff64d7-89c7-4291-92ef-27bdd8c13dac · inbound
Characterizing Model-Native Skills Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 92
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 98968f63-ff56-4606-9d98-e810c0cc8a2b · inbound
HEALing Entropy Collapse: Enhancing Exploration in Few-Shot RLVR via Hybrid-Domain Entropy Dynamics Alignment Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 88
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 08c59f07-4256-4cff-9239-6b413d11ccf7 · inbound
Evaluation-driven Scaling for Scientific Discovery Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 17
Source-reported events for the cited work
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Observation a22f4059-571a-400f-a5cc-14fff9ec0f5f · inbound
Adaptive Test-Time Compute Allocation with Evolving In-Context Demonstrations Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8b20ff34-b072-465c-9406-9b0a593dfc88 · inbound
Multimodal Diffusion to Mutually Enhance Polarized Light and Low Resolution EBSD Data Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7265e842-3b1d-4b8f-a11a-805e35a62da3 · inbound
A Limit Theory of Foundation Models: A Mathematical Approach to Understanding Emergent Intelligence and Scaling Laws Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 73
Source-reported events for the cited work
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Observation 410ec51e-f73f-4e76-95af-182fdd31f0bd · inbound
A Limit Theory of Foundation Models: A Mathematical Approach to Understanding Emergent Intelligence and Scaling Laws Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8023d7c5-623e-4bd9-8c1a-cec06b5bb72e · inbound
The Model Knows, the Decoder Finds: Future Value Guided Particle Power Sampling Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 31
Source-reported events for the cited work
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Observation 90dc27af-41c8-4635-ae12-27e362ea1df1 · inbound
The Model Knows, the Decoder Finds: Future Value Guided Particle Power Sampling Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0a01fca9-3de4-479d-9c90-19662e9c06e3 · inbound
OGPO: Sample Efficient Full-Finetuning of Generative Control Policies Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 138
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8d89a0db-29e9-447b-acf6-4dc613ddc45c · inbound
OGPO: Sample Efficient Full-Finetuning of Generative Control Policies Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3f937544-49b7-4511-9e97-22064581c88c · inbound
Two Calls, Two Moments, and the Vote-Accuracy Curve of Repeated LLM Inference Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4a98ca04-b7f7-4d6b-962a-19d0daea27ca · inbound
Two Calls, Two Moments, and the Vote-Accuracy Curve of Repeated LLM Inference Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2a7ed87e-f42a-4b0c-b924-fa369785ad70 · inbound
Adaptive Consensus in LLM Ensembles via Sequential Evidence Accumulation: Automatic Budget Identification and Calibrated Commit Signals Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f7c8e287-d759-4007-915a-610a8a642a3a · inbound
Adaptive Consensus in LLM Ensembles via Sequential Evidence Accumulation: Automatic Budget Identification and Calibrated Commit Signals Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4470974a-34f7-43ee-b112-b21e7bfb9516 · inbound
StoryAlign: Evaluating and Training Reward Models for Story Generation Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 2
Source-reported events for the cited work
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Observation 5e7b6905-c191-49dc-b33a-6a8a3182f230 · inbound
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Reference 1
Source-reported events for the cited work
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Observation ac33e29e-38dd-4316-8955-6eb77df12aee · inbound
Policy-Guided Stepwise Model Routing for Cost-Effective Reasoning Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 83cdb0f9-6b8b-40a4-968a-6688b1af6000 · inbound
Joint Consistency: A Unified Test-Time Aggregation Framework via Energy Minimization Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 01909d98-c5ca-4570-afc6-53eec91621db · inbound
Distributional Process Reward Models: Calibrated Prediction of Future Rewards via Conditional Optimal Transport Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 2
Source-reported events for the cited work
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Observation d0b1e979-cc0b-482d-a8c3-f43957aeee39 · inbound
Distributional Process Reward Models: Calibrated Prediction of Future Rewards via Conditional Optimal Transport Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation be1583af-297c-4b0d-9f0b-5ecbbfd9dd07 · inbound
Regulating Branch Parallelism in LLM Serving Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 56b8109c-f7b8-4b43-a603-84147d0dc06c · inbound
Adaptive Negative Reinforcement for LLM Reasoning:Dynamically Balancing Correction and Diversity in RLVR Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 2
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Observation 498b651c-f698-4253-9efa-859bb5a00bad · inbound
Beyond Reasoning: Reinforcement Learning Unlocks Parametric Knowledge in LLMs Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 2
Source-reported events for the cited work
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Observation 81c61eb8-d208-4717-a669-e6e4db75ad66 · inbound
LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 8
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Observation 56d1064f-5ad0-4b0d-94eb-30a0301b30c9 · inbound
LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fa1cc8bb-f814-45f7-888d-077838fbb441 · inbound
When Independent Sampling Outperforms Agentic Reasoning Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5542b9dc-a293-4adb-83d3-d37f6e8533e7 · inbound
Structured Recurrent Mixers for Massively Parallelized Sequence Generation Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 46
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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 740d9112-b9d4-40b5-8547-8feacd4ecfb3 · inbound
Structured Recurrent Mixers for Massively Parallelized Sequence Generation Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 833a4051-0639-489f-a83a-63af4d89618b · inbound
Structured Recurrent Mixers for Massively Parallelized Sequence Generation Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 09bb1549-59fb-41a6-9da0-3f1e049d0fdd · inbound
Structured Recurrent Mixers for Massively Parallelized Sequence Generation Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 1
Source-reported events for the cited work
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Observation cfa4ad9c-d8b9-46e6-aec3-895d39bdf0fa · inbound
CollabVR: Collaborative Video Reasoning with Vision-Language and Video Generation Models Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 2
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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f55b6dca-5240-45b9-a146-e56ae2f682e0 · inbound
APCD: Adaptive Path-Contrastive Decoding for Reliable Large Language Model Generation Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 11
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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 659d6fac-1e03-489c-827e-d9816e8b83dd · inbound
expo: Exploration-prioritized policy optimization via adaptive kl regulation and gaussian curriculum sampling Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 1
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Observation 51baad98-4fc4-479d-b33f-1817ed166cf3 · inbound
Unsupervised Process Reward Models Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 31
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Observation 0cac4af2-53b2-42e6-81af-74a5919b52d1 · inbound
Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d10d4a83-28b0-4825-8144-e42c2d7e8fd7 · inbound
Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 315298f3-639e-4e68-a6f8-a20da24afd34 · inbound
What should post-training optimize? A test-time scaling law perspective Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ae2415c4-0c83-46c4-ac21-3bc1103c3937 · inbound
Test-Time Compute for Frozen Embedding Models through Agentic Program Search Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 30d887a1-ba57-4c3e-962b-1727ea9ea960 · inbound
Test-Time Compute for Frozen Embedding Models through Agentic Program Search Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 36e51ee8-8b40-49e7-a6fa-05904a49d936 · inbound
fg-expo: Frontier-guided exploration-prioritized policy optimization via adaptive kl and gaussian curriculum Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 36533d42-fb33-4c90-a69a-d2e0c8ec4e82 · inbound
Engagement Process: Rethinking the Temporal Interface of Action and Observation Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5adff99d-2f60-4714-a043-13558a4711a1 · inbound
Engagement Process: Rethinking the Temporal Interface of Action and Observation Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4f05ebe1-9692-46b4-8a01-1b02a03589cf · inbound
Nice Fold or Hero Call: Learning Budget-Efficient Thinking for Adaptive Reasoning Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 95ab02fb-9168-41e1-881d-4e5ab2938e0e · inbound
Think Twice, Act Once: Verifier-Guided Action Selection For Embodied Agents Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e4661eb8-8f09-4b6e-a894-492cadb26f56 · inbound
Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a0c60c8-c71d-46f1-90a1-8e0a44e06a0f · inbound
OpenDeepThink: Parallel Reasoning via Bradley-Terry Aggregation Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8927fb4c-180b-402c-9873-a9e0816d3a21 · inbound
OpenDeepThink: Parallel Reasoning via Bradley-Terry Aggregation Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4eeb0a46-cbde-4f77-99dd-cbf06aae68a2 · inbound
CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5ebf38e6-2d56-4a42-971d-62af108d29e8 · inbound
Process Rewards with Learned Reliability Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.