Paper Citation Record · LEDGER

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation

As of 15 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2607.29494.

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

pith.paper-citation-record.v1
2607.29494 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T05:56:32.749769Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

51 of 51 outbound references displayed

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verified fuzzy0
unresolved51
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6430851a-6f63-4200-afd8-8cc17543fcc8 · outbound

This paper cites Proceedings of the 29th symposium on operating systems principles , pages=.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Proceedings of the 29th symposium on operating systems principles , pages=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:28.512194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 444bd4e5-721a-4d9d-a4b3-c0ce97ef8882 · outbound

This paper cites Beat the long tail: Distribution-Aware Speculative Decoding for RL Training.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Beat the long tail: Distribution-Aware Speculative Decoding for RL Training

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:28.918937Z

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Observation b7b2d43f-0994-4674-919c-a9e1b125e309 · outbound

This paper cites International Conference on Learning Representations , volume=.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation International Conference on Learning Representations , volume=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:28.977805Z

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Observation 4d3e2851-790d-415d-a8e6-36ed1bc608d7 · outbound

This paper cites an unresolved cited work.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:29.036762Z

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Observation 96e29151-fb93-4016-86cc-5cff692b0314 · outbound

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

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:29.124014Z

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Observation c5d8891a-34ec-471e-bc3b-6f5b8d4ff115 · outbound

This paper cites arXiv preprint arXiv:2602.15260 , year=.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation arXiv preprint arXiv:2602.15260 , year=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:29.187128Z

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Observation 5fffdbce-f12e-4176-a32a-df6f07defcd7 · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2026 , pages=.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Findings of the Association for Computational Linguistics: ACL 2026 , pages=

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:29.257040Z

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Observation 640bd8be-c5b3-4828-a58f-24c10e8919d6 · outbound

This paper cites ICML 2026 Workshop on Foundations of Deep Generative Models: Understanding Memorization, Generalization, and Reasoning , year=.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation ICML 2026 Workshop on Foundations of Deep Generative Models: Understanding Memorization, Generalization, and Reasoning , year=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:29.404980Z

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Observation c496e390-d01b-4911-80ce-8f802f129719 · outbound

This paper cites 16th USENIX symposium on operating systems design and implementation (OSDI 22) , pages=.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation 16th USENIX symposium on operating systems design and implementation (OSDI 22) , pages=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:29.450024Z

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Observation 487ff2a4-6530-4ac6-a80c-de6ac67f82dc · outbound

This paper cites and Zhang, Hao and Stoica, Ion , booktitle=.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation and Zhang, Hao and Stoica, Ion , booktitle=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:29.521621Z

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Observation d8750c36-a91d-4513-b46f-c10405726896 · outbound

This paper cites an unresolved cited work.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:29.591187Z

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Observation 8ad534e6-df70-481f-9b49-7ddcebe5bc17 · outbound

This paper cites an unresolved cited work.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:29.649462Z

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Observation 82c9342c-f40d-4c45-ba9a-f85197da6542 · outbound

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

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:29.720031Z

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Observation 09acaff6-63af-4bb7-83ac-17b5bd973de2 · outbound

This paper cites Nature , volume=.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Nature , volume=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:29.796818Z

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Observation 8d7dd388-d532-43b4-b03f-8af1e7454d21 · outbound

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

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:29.962609Z

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Observation 21f87b59-e3f1-43df-a389-7c031d2f6021 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Advances in Neural Information Processing Systems , volume=

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:30.022807Z

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Observation 1d51a8ba-9921-4042-9155-e8e331e526e6 · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset , url =.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Measuring Mathematical Problem Solving With the MATH Dataset , url =

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:30.078185Z

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Observation 71151e39-12c5-456a-adea-25d36c47d1bc · outbound

This paper cites Advances in Neural Information Processing Systems , year=.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Advances in Neural Information Processing Systems , year=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:30.139337Z

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Observation 7dcaaa47-7f91-4e53-af4a-2e73c918629b · outbound

This paper cites Advances in neural information processing systems , volume=.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Advances in neural information processing systems , volume=

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:30.225715Z

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Observation 0e0ae913-7a8e-489e-b511-e47bd3f7d423 · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:30.322542Z

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Observation 8fb1f895-9256-4f0f-ac6e-18116af1ec0f · outbound

This paper cites an unresolved cited work.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:30.386180Z

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Observation 28d4acf4-e2dd-48f9-8f93-b93ecaa25146 · outbound

This paper cites MathArena: Evaluating LLMs on Uncontaminated Math Competitions.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation MathArena: Evaluating LLMs on Uncontaminated Math Competitions

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:30.543810Z

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Observation e70e04b6-4be7-4fe5-b49f-b42c144a2ac8 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Advances in Neural Information Processing Systems , volume=

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:30.600744Z

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Observation 86acf07e-4db9-4664-986a-b6f47be60083 · outbound

This paper cites Prefix Teach, Suffix Fade: Local Teachability Collapse in Strong-to-Weak On-Policy Distillation.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Prefix Teach, Suffix Fade: Local Teachability Collapse in Strong-to-Weak On-Policy Distillation

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:30.720852Z

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Observation f215c663-e342-4046-9d00-030d40254f8c · outbound

This paper cites an unresolved cited work.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Unresolved cited work

Reference 36

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Observation d7e862cc-3cdc-4f0c-978a-68bb870b0d28 · outbound

This paper cites an unresolved cited work.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Unresolved cited work

Reference 39

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Observation c5070825-ab7a-4013-97a6-18475be4794e · outbound

This paper cites an unresolved cited work.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:31.176842Z

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Observation ff712646-56f6-45e3-8bf4-1c7ba207866b · outbound

This paper cites an unresolved cited work.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:31.250243Z

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Observation 6b8465dc-8c0e-4bd8-953e-982766ff2c39 · outbound

This paper cites an unresolved cited work.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Unresolved cited work

Reference 42

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Observation 31599f95-8d8a-4f56-b3b3-69b30d604b1a · outbound

This paper cites an unresolved cited work.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:31.406258Z

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Observation 85742307-6319-4597-a9c6-0cabb40896e6 · outbound

This paper cites an unresolved cited work.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:31.467925Z

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Observation 37d0c04a-7900-486e-b6fa-af6e2f6380d2 · outbound

This paper cites an unresolved cited work.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:31.530786Z

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Unavailable: canonical work link unavailable.

Observation f437d506-4178-461c-810d-5b43cf65cf15 · outbound

This paper cites Faster Synchronous On-Policy RL via Straggler-Aware Group Sizing.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Faster Synchronous On-Policy RL via Straggler-Aware Group Sizing

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:31.607504Z

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Observation f9a63126-4804-4b40-9204-95cb84f11e8e · outbound

This paper cites H.; Gonzalez, J.; Zhang, H.; and Stoica, I.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation H.; Gonzalez, J.; Zhang, H.; and Stoica, I

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:31.652104Z

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Observation 6a2b69b4-df68-40d5-a920-6249f6d500b2 · outbound

This paper cites an unresolved cited work.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:31.721076Z

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Observation e4f08725-d42a-494b-8d6f-0e99266a1d85 · outbound

This paper cites an unresolved cited work.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:31.768536Z

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Observation 4ed8ccd7-7ca5-42e0-85de-c538d908faca · outbound

This paper cites ADWIN: Adaptive Windows for Horizon-Aware On-Policy Distillation.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation ADWIN: Adaptive Windows for Horizon-Aware On-Policy Distillation

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:31.836858Z

Source-reported events for the cited work

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Observation 1e6c84be-257b-4ce1-ab32-a9cb12612eb1 · outbound

This paper cites Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:31.897364Z

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Observation 104e9828-e013-48dd-a4be-435f9284bd27 · outbound

This paper cites an unresolved cited work.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:31.971145Z

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Observation 091548b7-861f-443e-a474-eb970627b9fe · outbound

This paper cites an unresolved cited work.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:32.034663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85d558ac-1a4c-4cce-8274-3fd45ea0c727 · outbound

This paper cites Lightning OPD: Efficient Post-Training for Large Reasoning Models with Offline On-Policy Distillation.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Lightning OPD: Efficient Post-Training for Large Reasoning Models with Offline On-Policy Distillation

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:32.103834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3710f0c-fb3a-474b-a7a9-c278f1af8ad9 · outbound

This paper cites Qwen3 Technical Report.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Qwen3 Technical Report

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:32.149083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b89bf21-e99a-47ff-be2f-8b645a3d4240 · outbound

This paper cites Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:32.210625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 777a0986-9422-4eee-8b36-3b7d40807d33 · outbound

This paper cites Prune-OPD: Efficient and Reliable On-Policy Distillation for Long-Horizon Reasoning.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Prune-OPD: Efficient and Reliable On-Policy Distillation for Long-Horizon Reasoning

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:32.272206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffa120c1-3e74-4e19-a2e2-8145c47e9eec · outbound

This paper cites S.; Kim, G.-W.; Kim, S.; and Chun, B.-G.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation S.; Kim, G.-W.; Kim, S.; and Chun, B.-G

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:32.330711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbfcf377-eb7f-49a0-8fd3-61080fa4bd53 · outbound

This paper cites an unresolved cited work.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:32.393851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa0ad21f-0ece-4881-9d5b-d19114095807 · outbound

This paper cites D.; Batra, S.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation D.; Batra, S

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:32.474750Z

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Observation f7a55579-28d9-413b-b505-3b28b724d7f8 · outbound

This paper cites ShortOPD: Recovering Pruned LLMs with Short-to-Long On-Policy Distillation.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation ShortOPD: Recovering Pruned LLMs with Short-to-Long On-Policy Distillation

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:32.554568Z

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Unavailable: canonical work link unavailable.

Observation 901754e9-8a30-4bfd-8f62-ebe5ab6598c7 · outbound

This paper cites Are Full Rollouts Necessary for On-Policy Distillation?.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Are Full Rollouts Necessary for On-Policy Distillation?

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:32.620116Z

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Observation 1248cd8d-9272-46b7-b138-dc888ad28d70 · outbound

This paper cites Prefix-Guided On-Policy Distillation: Mining Golden Trajectories from Rollouts.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Prefix-Guided On-Policy Distillation: Mining Golden Trajectories from Rollouts

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:32.685615Z

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Observation ca16eed3-9899-47fb-883b-2b73007c9c30 · outbound

This paper cites Less is More: Early Stopping Rollout for On-Policy Distillation.

Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation Less is More: Early Stopping Rollout for On-Policy Distillation

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-03T05:56:32.749769Z

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Pith citing papers

No inbound Pith citation observations are available.