Paper Citation Record · LEDGER

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance

As of 16 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 1 inbound Pith citation observation for arXiv:2608.00782.

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

pith.paper-citation-record.v1
2608.00782 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T00:22:11.884805Z

measured 40 of 40 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:33:45.999549Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-14T04:33:46.186004Z

Reference resolution

39 of 39 outbound references displayed

verified exact5
verified fuzzy3
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3e0f2ba8-0a14-4dab-bffc-c26bb26b974c · outbound

This paper cites TIP: Token Importance in On-Policy Distillation.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance TIP: Token Importance in On-Policy Distillation

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.768568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60fa24cf-97e7-4bcd-bb79-61f991094495 · outbound

This paper cites Revisiting On-Policy Distillation: Empirical Failure Modes and Simple Fixes.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance Revisiting On-Policy Distillation: Empirical Failure Modes and Simple Fixes

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.774119Z

Source-reported events for the cited work

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Observation 3a1c8ca5-b921-4fac-b8e1-ed988eebd584 · outbound

This paper cites Asymmetric On-Policy Distillation: Bridging Exploitation and Imitation at the Token Level.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance Asymmetric On-Policy Distillation: Bridging Exploitation and Imitation at the Token Level

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.777944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e156cd10-cc33-46a3-9cd8-8d85614d62dc · outbound

This paper cites arXiv preprint arXiv:2603.11137 , year=.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance arXiv preprint arXiv:2603.11137 , year=

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.781696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 800069f2-f45b-4955-a0f8-5697d471e85e · outbound

This paper cites an unresolved cited work.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:22:12.785318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 85829f87-b78e-4e5b-8a17-69b76e6af988 · outbound

This paper cites SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.787706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a42e0a42-fd54-465f-abd3-48eec6029a8d · outbound

This paper cites DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.790955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2be4722a-4d4b-4807-8fc1-0498adf80e60 · outbound

This paper cites Process Reinforcement through Implicit Rewards.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance Process Reinforcement through Implicit Rewards

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.794398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d64a0035-2c08-46b3-a4f1-af5b923de735 · outbound

This paper cites CoRR , volume =.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance CoRR , volume =

Reference 9

Resolution: verified exact; doi, observed 2026-08-05T00:22:12.527859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b3b9012b-d9b3-4ea3-b7f9-711ab72c8686 · outbound

This paper cites CoRR , volume =.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance CoRR , volume =

Reference 10

Resolution: verified exact; doi, observed 2026-08-05T00:22:12.452471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9f2baf39-57d6-467d-a5f9-05b0373855a4 · outbound

This paper cites KDRL: Post-Training Reasoning LLMs via Unified Knowledge Distillation and Reinforcement Learning.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance KDRL: Post-Training Reasoning LLMs via Unified Knowledge Distillation and Reinforcement Learning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.804686Z

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Unavailable: canonical work link unavailable.

Observation 3b5471a8-8507-471e-bb3c-4df7ac955381 · outbound

This paper cites Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December 2021, virtual , year =.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December 2021, virtual , year =

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:22:12.777258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4d252e7f-732f-4cdf-beaa-9f228aeaa559 · outbound

This paper cites Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.810920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77bfc7e8-8f64-4889-af66-21ffd5271b11 · outbound

This paper cites Qwen3 Technical Report.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance Qwen3 Technical Report

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.814206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6186dfcf-9e13-4879-9a46-6aaa21cca9ff · outbound

This paper cites Kimi K2.5: Visual Agentic Intelligence.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance Kimi K2.5: Visual Agentic Intelligence

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.817403Z

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Unavailable: canonical work link unavailable.

Observation 633c3d56-4aff-420f-a5dd-9b2f24e0e0f0 · outbound

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

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.820346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f85bb378-fa7f-430b-8c80-d72369544177 · outbound

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

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.823426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14a10782-6527-48c3-b867-417ab558cd3b · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.826594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79f0a914-cc9b-46b6-bf4d-f8132541aa86 · outbound

This paper cites Act Only When It Pays: Efficient Reinforcement Learning for LLM Reasoning via Selective Rollouts.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance Act Only When It Pays: Efficient Reinforcement Learning for LLM Reasoning via Selective Rollouts

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.829438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e47289ed-670f-41f4-8d10-08e27ce26007 · outbound

This paper cites CoRR , volume =.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance CoRR , volume =

Reference 20

Resolution: verified exact; doi, observed 2026-08-05T00:22:12.328304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1fcea270-e30b-4015-8ced-482fdb0c2c8d · outbound

This paper cites The Twelfth International Conference on Learning Representations,.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance The Twelfth International Conference on Learning Representations,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.834824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74ef6359-7dd9-4261-b52c-f4238e673134 · outbound

This paper cites The Twelfth International Conference on Learning Representations,.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance The Twelfth International Conference on Learning Representations,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.837687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21e88f91-b77d-4152-9cfb-94891172b1eb · outbound

This paper cites Learning beyond Teacher: Generalized On-Policy Distillation with Reward Extrapolation.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance Learning beyond Teacher: Generalized On-Policy Distillation with Reward Extrapolation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.840257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e688841c-16af-45e7-9f11-bd71c0dd341c · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance Distilling the Knowledge in a Neural Network

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.843434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c71ada98-bbc6-476d-a854-2a77a878efde · outbound

This paper cites Self-Distilled RLVR.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance Self-Distilled RLVR

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.846220Z

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Observation 4aa0e7a2-9beb-43b6-83c4-76ca371634d9 · outbound

This paper cites CoRR , volume =.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance CoRR , volume =

Reference 26

Resolution: verified exact; doi, observed 2026-08-05T00:22:12.222776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ff6118d7-30a8-4d1d-8ff0-25625e89c55c · outbound

This paper cites CoRR , volume =.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance CoRR , volume =

Reference 27

Resolution: verified exact; doi, observed 2026-08-05T00:22:12.130672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation feff9128-59a4-44ef-af88-0d348e2b2986 · outbound

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

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.854166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1791afad-f259-44b3-84ba-4aa2444ecaf8 · outbound

This paper cites Qwen2.5 Technical Report.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance Qwen2.5 Technical Report

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.856910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 219979c3-e3ed-4cf5-b6d7-7b8d86b17e8c · outbound

This paper cites The Thirteenth International Conference on Learning Representations,.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance The Thirteenth International Conference on Learning Representations,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.860221Z

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Unavailable: canonical work link unavailable.

Observation f3aa224e-c327-4f1f-a011-c12504b084bb · outbound

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

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers),

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.862895Z

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Observation 514e9eb2-f1de-49df-ad60-8c9559b9b20c · outbound

This paper cites Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.865683Z

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Unavailable: canonical work link unavailable.

Observation 2ea05817-4733-40b4-946f-723048d07b5b · outbound

This paper cites , author=.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance , author=

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:22:12.749787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b6342da7-4f34-455c-89ef-cc5c654ad7dc · outbound

This paper cites , author=.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance , author=

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:22:12.740853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 81bfd5a3-de21-4290-9e7d-6a9201353901 · outbound

This paper cites an unresolved cited work.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:22:12.731243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c1203a4c-500f-4557-9e77-4b1f9d05f842 · outbound

This paper cites Hybrid Policy Distillation for LLMs.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance Hybrid Policy Distillation for LLMs

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.876273Z

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Observation f6762210-12b7-4e1b-b344-4c77cde61c5f · outbound

This paper cites CoRR , volume =.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance CoRR , volume =

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.879333Z

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Unavailable: canonical work link unavailable.

Observation 6092c80b-9cbd-4bf1-918c-f08918264285 · outbound

This paper cites Outcome-Grounded Advantage Reshaping for Fine-Grained Credit Assignment in Mathematical Reasoning.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance Outcome-Grounded Advantage Reshaping for Fine-Grained Credit Assignment in Mathematical Reasoning

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.881911Z

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Observation ab23e203-2e08-41d2-b672-a43ad502de99 · outbound

This paper cites Proceedings of the Twentieth European Conference on Computer Systems, EuroSys 2025, Rotterdam, The Netherlands, 30 March 2025 - 3 April 2025 , pages =.

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance Proceedings of the Twentieth European Conference on Computer Systems, EuroSys 2025, Rotterdam, The Netherlands, 30 March 2025 - 3 April 2025 , pages =

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-05T00:22:11.884805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation ec05f5f3-4031-49be-9fb1-1764c66a212f · inbound

PAST: Privileged Adaptation from Complete Student Trajectories for On-Policy Self-Distillation cites this paper.

PAST: Privileged Adaptation from Complete Student Trajectories for On-Policy Self-Distillation Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance

Reference 5

Resolution: metadata mismatch; local_arxiv, observed 2026-08-14T04:33:46.190443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.