Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T00:52:37.405393Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:2608.03545.
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 2026-08-08T00:52:37.405393Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
58 of 58 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 9ed278b8-71eb-4459-9c40-e8e4f961a4ae · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning Unresolved cited work
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 35873716-33c1-4ee7-a5d7-687ed403528d · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning , year = 1983, title =
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 185ea821-dcd0-4fa2-a70b-1c8587f17197 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning , year = 1984, title =
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b3d29bff-8b19-4eab-85af-8753c59bde22 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning , title =
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3608bf1c-1911-4653-84ac-93be67822f81 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning , year = 1980, title =
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7fe45bb2-cba3-4838-b941-ae90ab071f1d · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning Clancey and Glenn Rennels , abstract =
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ac35a06-d4bf-4e1d-9431-1f99db176d23 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning and Rennels, Glenn R
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cfc2ccef-ffbd-4879-bdb2-229b356bac7a · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6f41fcd9-91d7-4a90-85ab-5a1651d6b9e8 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning , year = 1979, title =
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8423e12b-d49c-4ca6-8743-803e28c5f2ff · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning , title =
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fef0cc84-d6bb-489c-bc68-e029c50a9b71 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning 2017 , eprint =
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f57f9d02-2e29-4399-a2a4-e07407b6d9df · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning Unresolved cited work
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7230285f-38ad-475e-9636-945b7b7b6387 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning The Eleventh International Conference on Learning Representations , year =
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a192e1c2-29e3-421f-ba77-5439c7648c1b · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning Advances in neural information processing systems , volume =
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28f925f4-298b-49af-bc80-cafc8694a046 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning TTRL: Test-Time Reinforcement Learning , url =
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7a9c20f4-41d6-4a78-8f6c-cc472feeaa1c · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning 2026 , eprint =
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7f668440-b608-4435-8fa4-1ee9e9964a04 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning 2025 , eprint =
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a27ffac8-fbe4-4c6c-930f-d5d2e403c0b3 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning 2026 , eprint =
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation adbaa938-1bcf-47fc-8526-8307834ead2d · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) , pages =
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 20e4baa6-33a1-486a-bb8e-f7f86972d041 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages =
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 79e68d40-b81d-499d-968b-c94afc4010e3 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages =
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation aad71683-7505-4632-bdae-ade1e461c9f4 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning 2026 , eprint =
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1718470a-a437-4913-a8fe-0b4324b23d6a · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning Forty-third International Conference on Machine Learning , year =
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3c107409-0448-475b-91d3-245a5a6e1c69 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning , volume =
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 72850efe-d844-4d56-b9bf-396ea6340ca9 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning 2025 , eprint =
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d739666-e02b-4c69-96ea-050634c320bc · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning 2024 , eprint =
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb731896-e67e-4e71-bd9b-a1385c1ed121 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning ACM Computing Surveys , volume =
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a2328cc5-d3fb-41e8-bc74-bead1257befe · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages =
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b5eb781d-193a-4253-a3b9-c151273900a7 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning 2025 , eprint =
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 11539c81-0316-421a-b678-9166245911af · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages =
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f788e82d-6b0d-4c88-9236-6177cfd148ea · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning Right Question is Already Half the Answer: Fully Unsupervised LLM Reasoning Incentivization , url =
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 813a7dde-7224-4df4-b079-24cc74824a68 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning 2026 , eprint =
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 19522351-5d6b-4f5a-8ea7-4483c3b21224 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning 2026 , eprint =
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d29273ac-bbb1-4f0f-a13b-caf93ea42e2f · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning Proceedings of the AAAI Conference on Artificial Intelligence , number =
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 613632e7-a01d-4dda-a218-95bcc6f1caae · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning 2026 , eprint =
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f8802d1c-dc37-4058-8c6c-ac8382597cb9 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages =
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d9c7f3dc-d4a5-49c1-91cc-cad23708d9e2 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning 2017 , eprint =
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae6db8fd-e887-4b58-822f-50e922298525 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning Advances in neural information processing systems , volume =
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f09fccf-7350-4f5d-b300-9bb198b0639c · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning Advances in Neural Information Processing Systems , volume =
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7b77432a-8fd5-407a-99e6-c7719486bfa8 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning 2026 , eprint =
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 685415de-be4c-495f-b9df-191984cf0c50 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning 2024 , eprint =
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c9123113-4c72-4338-bad5-3c1160a8ae38 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning Advances in Neural Information Processing Systems , volume =
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c83c0caf-7d57-436f-a0d7-282ad478b756 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning 2026 , eprint =
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 206a6009-f473-414a-b89e-7b37689ea0f4 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning Reinforcement Learning for Reasoning in Large Language Models with One Training Example , url =
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b5cfdda8-f7b2-4197-a10b-5932bf58afdc · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning , url =
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9f72fd16-6654-4ccb-8c74-5f5c6a2c1814 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning 2026 , eprint =
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c4f1566f-16b2-421e-82dd-9063565dd468 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning 2025 , eprint =
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4c46b567-af8e-4ca3-9634-9754c596e643 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning 2024 , eprint =
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1579bc71-7677-4a15-aa62-b16ae9304b4d · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning 2021 , eprint =
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 19720dca-b1e2-48e0-9c2a-1b824bad68a0 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning Advances in neural information processing systems , volume =
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7e02f688-fc05-453e-81b9-93c2e71db1c8 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning Hugging Face repository , volume =
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4988a4e9-2759-4038-844c-33085495760b · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning Unresolved cited work
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06de54c9-ba28-4e50-8f3b-0211714439d0 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning Findings of the Association for Computational Linguistics: ACL 2024 , pages =
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cbb5181a-3311-4f3d-8d9e-152a201fe851 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning 2025 , eprint =
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 88758300-b891-42c6-ac45-1711f3e6a1f0 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning The Hidden Link Between
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 306e9743-db19-4fe3-9559-470fa2c9c306 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning The Fourteenth International Conference on Learning Representations , year =
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 35b06d4f-4564-49d9-83a5-ab510ec2c64d · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages =
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7fe7ba90-5138-4f16-8f00-5575d2f34a96 · outbound
Hi-TTRL: Regulating Consensus with Hints for Test-Time Reinforcement Learning A Survey on Human Preference Learning for Large Language Models
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.