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Paper Citation Record · LEDGER

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning

As of 20 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 6 inbound Pith citation observations for arXiv:2605.21606.

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

pith.paper-citation-record.v1
2605.21606 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T11:50:26.030339Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:38:13.138616Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T11:42:33.800620Z

Reference resolution

41 of 41 outbound references displayed

  • verified exact15
  • verified fuzzy8
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch14

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e1b00854-c997-4f6d-8041-4e60a132fe5c · outbound

This paper cites On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes

Reference 2

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verified exact
arxiv_id, observed 2026-05-22T09:26:20.558363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:ce66513fa9a3c01f7586ff7f1208d41b00bbe32e60f4d61d8c3932a9b82bfa40

Observation e9fc52a0-cbc3-44a6-b223-884d58d2d376 · outbound

This paper cites Large Language Monkeys: Scaling Inference Compute with Repeated Sampling.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Large Language Monkeys: Scaling Inference Compute with Repeated Sampling

Reference 3

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metadata mismatch
local_arxiv, observed 2026-05-22T09:26:20.675333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:6ae252b2096f12bf3c8f0798b597790aa7248c687f219f0de442afbb643ca263

Observation 084288b1-51c7-4bf5-83ce-1eb6c32e3436 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Evaluating Large Language Models Trained on Code

Reference 4

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local_arxiv, observed 2026-05-22T09:26:20.690907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:b7c6971f6513a024645f43ab1d3eb07f9de636a0596a48e9eb7d280dc408f4ee

Observation e45f07d4-d25b-426d-b98e-77a914080a57 · outbound

This paper cites Beyond Benchmarks: MathArena as an Evaluation Platform for Mathematics with LLMs.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Beyond Benchmarks: MathArena as an Evaluation Platform for Mathematics with LLMs

Reference 5

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metadata mismatch
local_arxiv, observed 2026-05-22T09:26:20.670596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:0cd7cc6c08b652077883276270f519f1c286a6bb568f29fdfd7edbba24ce2219

Observation dac29bf1-2efb-49da-acf6-e100d904aaab · outbound

This paper cites Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning

Reference 7

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metadata mismatch
local_arxiv, observed 2026-05-22T09:26:20.612385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:4f64d38b1b1c0a83b65f439ca7729bdc7e8ba041bc80b3d75a7068bd3f4cd261

Observation 397d10ba-79d2-4991-8df9-fe25b7e49aff · outbound

This paper cites MiniLLM: On-Policy Distillation of Large Language Models.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning MiniLLM: On-Policy Distillation of Large Language Models

Reference 9

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metadata mismatch
local_arxiv, observed 2026-05-22T09:26:20.635842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:5b591871e98eaa99f57f03cb28117aaa1b2793325d44dce87254dce59e41c7cd

Observation d00f2d7d-1451-4e7b-9f5c-43cf45b8ef17 · outbound

This paper cites The False Promise of Imitating Proprietary LLMs.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning The False Promise of Imitating Proprietary LLMs

Reference 10

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verified exact
local_arxiv, observed 2026-05-22T09:26:20.626055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:e469f536e75b3e57e56114ac1814ed84a6d23991605adf0e6580d319cd81fa35

Observation 168463f7-bac6-45b2-b23c-623b824da29e · outbound

This paper cites OpenThoughts: Data Recipes for Reasoning Models.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning OpenThoughts: Data Recipes for Reasoning Models

Reference 11

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local_arxiv, observed 2026-05-22T09:26:20.645826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:1ee3dbff27a4d919ae572fd6924f4136630af51631cd90cc07bee5be6db78b05

Observation 3b46e933-62bc-4b56-a674-9aaa3ffb1f1b · outbound

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

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Measuring Mathematical Problem Solving With the MATH Dataset

Reference 12

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metadata mismatch
local_arxiv, observed 2026-05-22T09:26:20.120857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-11T11:50:26.030339Z digest=sha256:6abdeba03b3f4a0c9940fd7686d9ee67d570901defb12ec26f757432ebbe630c

Observation 224fe98b-bbe1-456f-bdd3-08947226e1cd · outbound

This paper cites Distilling the Knowledge in a Neural Network.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Distilling the Knowledge in a Neural Network

Reference 13

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local_arxiv, observed 2026-05-22T09:26:20.650300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:e2fba089fe4a3ad0e983df48077c4d95c29bfcb8072e677eb27011ed9d28bb5c

Observation 6a7b88eb-fdab-41d0-8b6e-02777a670fe7 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning LoRA: Low-Rank Adaptation of Large Language Models

Reference 14

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verified exact
local_arxiv, observed 2026-05-22T09:26:20.680236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:9b51348c91413e29000ce43d81ed7c642b10f7a32f3e66696a59a8e7efaf7339

Observation c37475fa-6569-4cf5-93d8-e53b7d8685ec · outbound

This paper cites an unresolved cited work.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Unresolved cited work

Reference 15

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unresolved
raw_fallback, observed 2026-05-22T09:26:21.014670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:9f78a57100be1ff88ac99be4257890e442a70b117ab55100781618c550c309ad

Observation d2262f10-4819-4e5f-9040-e1360fbc0213 · outbound

This paper cites Entropy-Aware On-Policy Distillation of Language Models.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Entropy-Aware On-Policy Distillation of Language Models

Reference 17

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metadata mismatch
arxiv_id, observed 2026-05-25T03:02:00.585154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:3a9563dd7bae6101a49e1d62e7c3a9058c35314a896232eccdce48cbf3e15e6d

Observation 203165bf-4adb-4c09-b9a8-6b4f7379d937 · outbound

This paper cites EMNLP 2025 (Oral).

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning EMNLP 2025 (Oral)

Reference 18

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verified exact
arxiv_id, observed 2026-05-22T09:26:20.603339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:a4c1fcc5b7c0d447ef5637bb6f45cbce7fab0fd3613194df718880de044b738a

Observation 3d9f19e2-0fb2-4c23-82d1-1e5dad80bbf8 · outbound

This paper cites Sequence-Level Knowledge Distillation.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Sequence-Level Knowledge Distillation

Reference 19

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verified exact
local_arxiv, observed 2026-05-22T09:26:20.621419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:397c7e5146ebfbaf34e144f06858b634253452be7998d6acd912d6c488507417

Observation 04227a4c-c5b2-412b-8eed-1fc2e91a6002 · outbound

This paper cites DistiLLM: Towards Streamlined Distillation for Large Language Models.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning DistiLLM: Towards Streamlined Distillation for Large Language Models

Reference 20

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verified exact
arxiv_id, observed 2026-05-22T09:26:20.581767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:71fc3661cbdcdae6a35f73e70e391ca9ad3bafda3b4acb9da98027f30ae1c2a6

Observation 9fddc1c8-0b74-4b04-a0fc-a0219e7497ad · outbound

This paper cites Woosuk Kwon, Zhuohan Li, Siyuan Zhuang, Ying Sheng, Lianmin Zheng, Cody Hao Yu, Joseph E.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Woosuk Kwon, Zhuohan Li, Siyuan Zhuang, Ying Sheng, Lianmin Zheng, Cody Hao Yu, Joseph E

Reference 22

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arxiv_id, observed 2026-05-22T09:26:20.587894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:0e41ccef13aa9ca73edb16f3bb2f758e2e9695a1fcfa78902155b638286ac8c0

Observation ccdd2310-86f0-4a47-a25e-e61b8922d932 · outbound

This paper cites Efficient Memory Management for Large Language Model Serving with PagedAttention.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Efficient Memory Management for Large Language Model Serving with PagedAttention

Reference 23

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verified exact
local_arxiv, observed 2026-05-22T09:26:20.608066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:d2f13c3a9d1b308fdcad18cd2f8046b29a8e39d2458baed4d6af06a1321f6e54

Observation ecc40842-d050-42fe-b177-11204271031e · outbound

This paper cites Let's Verify Step by Step.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Let's Verify Step by Step

Reference 24

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metadata mismatch
local_arxiv, observed 2026-05-22T09:26:20.655101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:6e7630962f0365b6ba4c61ee84850fd1dd57ce43a6fb40afe465ccd7ba42bb61

Observation a56c2cd3-2102-4cb4-8f09-f626d15e2645 · outbound

This paper cites Predictive Uncertainty Estimation via Prior Networks.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Predictive Uncertainty Estimation via Prior Networks

Reference 25

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metadata mismatch
local_arxiv, observed 2026-05-22T09:26:20.665253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:0d056db5ddb34ffca366dcf8a944af4ce53d8c3eca7dcfdff69485d5afde022e

Observation d71dc866-8bcc-4891-a612-20525bf47952 · outbound

This paper cites Training language models to follow instructions with human feedback.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Training language models to follow instructions with human feedback

Reference 26

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local_arxiv, observed 2026-05-22T09:26:20.640717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:69b459fcd9d7d6d62c8759703638436a8656f26a7ea83c58c21116b96f9b8518

Observation ac4ea3e4-f23d-4854-9f20-39b6c8dc4ba2 · outbound

This paper cites PyTorch: An Imperative Style, High-Performance Deep Learning Library.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning PyTorch: An Imperative Style, High-Performance Deep Learning Library

Reference 27

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verified exact
local_arxiv, observed 2026-05-22T09:26:20.575338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:4e5a4c40d701d7bd3faad822ba2343ba836308253a55dad42d07fa807048353b

Observation f4579156-58ab-4351-9302-ea3c8fe35ef8 · outbound

This paper cites A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning

Reference 29

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verified exact
local_arxiv, observed 2026-05-22T09:26:20.631095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:7603b7b49ca1bbbdce42666e74faeb335c98b0446df171317dcf75adda794155

Observation f0d3af37-0312-4451-b81d-26208eafa069 · outbound

This paper cites A Survey of On-Policy Distillation for Large Language Models.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning A Survey of On-Policy Distillation for Large Language Models

Reference 31

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verified exact
local_arxiv, observed 2026-05-22T09:26:20.569518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:8046faa038073f3e5142fc6c84e1badcc941a22adc8ae479e73828bcf8a1d6a3

Observation 98bcffc1-55b8-42bb-9c07-82fc5369f7fb · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 32

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metadata mismatch
local_arxiv, observed 2026-05-22T09:26:20.563416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:1c56fc39764220732030ae3f376fe3fb33dfd2c8d82960e84d07ef32b3c49fdc

Observation 045b2994-a9b6-499b-a0d2-ebb8b8588c31 · outbound

This paper cites f-Divergence Minimization for Sequence-Level Knowledge Distillation.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning f-Divergence Minimization for Sequence-Level Knowledge Distillation

Reference 33

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verified exact
arxiv_id, observed 2026-05-22T09:26:20.660266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:8afed15ff51cd9fe635ab2b2a5db007bf5d7c222aeb46b1a9423938b4466618e

Observation 33934696-fb15-45da-9f2a-131f6d1f7fc4 · outbound

This paper cites Transformers: State-of-the-art natural language processing.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Transformers: State-of-the-art natural language processing

Reference 34

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verified fuzzy
raw_fallback, observed 2026-05-22T09:26:21.011444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:2b904e92aa655e736a88b871649d02e857ce91f34725bdeae039a3598871803b

Observation 8ffb5dd0-9f32-4c74-bd7d-9d47220fe44b · outbound

This paper cites Transformers: State-of-the-Art Natural Language Processing.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Transformers: State-of-the-Art Natural Language Processing

Reference 35

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metadata mismatch
doi, observed 2026-05-22T09:26:20.138447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:e5cc8989ddb5855a96e18eff8400a812487c58f926a07a8b295db87a8adac5bd

Observation 60698539-fa86-44a7-9110-f704c6dfb277 · outbound

This paper cites Rethinking Kullback-Leibler Divergence in Knowledge Distillation for Large Language Models.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Rethinking Kullback-Leibler Divergence in Knowledge Distillation for Large Language Models

Reference 36

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verified exact
arxiv_id, observed 2026-05-22T09:26:20.593154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:0939456377f959ff59cd6b9dfcbbea93e77cecfbcbf6182481f03e0de7916b57

Observation 8634e864-6ec2-4ec1-a76c-44ed1be157fb · outbound

This paper cites Qwen3 Technical Report.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Qwen3 Technical Report

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-05-22T09:26:20.616866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:9bd825b690736b153e199d798f60f244a4f7f8847857aef5303f87770548ff51

Observation 4c014472-8633-4e6b-a59f-28aed88e4919 · outbound

This paper cites Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models

Reference 39

Resolution
metadata mismatch
local_arxiv, observed 2026-05-22T09:26:20.685869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:ea4f8b54b604e8ffd9bad4088856cfa3b55b1de7023c30075955dfabc77fbef2

Observation 26085573-124e-433a-a483-b1dc61ca8963 · outbound

This paper cites Teacher” and “student.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Teacher” and “student

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T09:26:21.031456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:86ede706c0d7947fff26b2b0730322b77d084a643c9b2d8c63c434c1bfbeb80f

Observation cf33928e-d7ea-417a-a2c2-b6f8581ecb63 · outbound

This paper cites Problem attrition.Phase A samples 24 MATH-500, 30 AIME 2024, and 30 AIME 2025 problems (84 total).

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Problem attrition.Phase A samples 24 MATH-500, 30 AIME 2024, and 30 AIME 2025 problems (84 total)

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T09:26:21.039069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:a8cc1f70aaeb29be376fb461e4705759700c1ae175fecc502d935cad48fde6d8

Observation 9ea63ed9-cf64-45dd-a3da-e34fdd07da8f · outbound

This paper cites an unresolved cited work.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-05-22T09:26:21.050522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:1f96bc6193ccc2949d30f45bff7b0d0ffd7306a975183600e90a0480df904c00

Observation 5268a8c5-0d45-4927-9691-746f18d2d27a · outbound

This paper cites an unresolved cited work.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-05-22T09:26:21.024626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:5743ea0d93c29383aff3a8e27ced3a0d66489a942d9ea4441315813d67e0a8f7

Observation e6f477f6-82e0-49f8-afb3-6be669255dff · outbound

This paper cites Methods are compared on the same gap.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Methods are compared on the same gap

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T09:26:21.028091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:22f613ff25bbc63db295e6b2706b6db4d523ffa4408d1473340c2763e72143b9

Observation 877bed36-b084-4b01-b4a7-5b9d9508f425 · outbound

This paper cites All methods are evaluated at the 100-step checkpoint, following the OPSD evaluation horizon of Zhao et al.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning All methods are evaluated at the 100-step checkpoint, following the OPSD evaluation horizon of Zhao et al

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T09:26:21.042595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:25713dcd609093504459797a803456f10f4b66697ecaff7237980b54ef67a031

Observation 326b8426-dd98-4a0c-a4b1-421dc6370eb3 · outbound

This paper cites For each method–benchmark pair we run three random evaluation seeds (main, 1.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning For each method–benchmark pair we run three random evaluation seeds (main, 1

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T09:26:21.018189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:6f4c1980757bdf09bf1b065f09ce23395ae03580778ff6a30bdeb16f13706e99

Observation aa84a4d6-9ba4-4edb-a5fe-fb2ee45f668e · outbound

This paper cites an unresolved cited work.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-05-22T09:26:21.021480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:be812edd4bafdf617832619eb86a2758e14bdd563c65c5f3cc1a1cd00320711c

Observation 3a1b1817-8ffd-4417-91b4-3785aee3cbe9 · outbound

This paper cites per-sequence) by positioning (none vs.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning per-sequence) by positioning (none vs

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T09:26:21.034808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:a7098849b5c1cbed22198102621f01d440e8a96b57a4f75badc257f0654fba86

Observation 718e2ca2-5601-409b-9580-a8f10c4dfade · outbound

This paper cites The two axes are complementary on AIME 2024 rather than independently sufficient.

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning The two axes are complementary on AIME 2024 rather than independently sufficient

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T09:26:21.046767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:6cd8231f549d5ec73a90f5bbae13b88d4d6cfe2d81b58da7831cf67272228a3c

Pith citing papers

Observation 5061a2e3-591a-4f50-b92d-a1d213c2eee7 · inbound

DASH: Divergence-Adaptive Supervision Horizons for On-Policy Self-Distillation of Reasoning Models cites this paper.

DASH: Divergence-Adaptive Supervision Horizons for On-Policy Self-Distillation of Reasoning Models When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning

Reference 9

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T11:42:33.823181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-07T11:42:32.520327Z digest=sha256:e444cf910d587fc6ad8cf4ff5e1fc24a084dfe1c0d7ef84d06b1c49549b3cd69

Observation 658e2172-3811-4392-90c3-fc95df007c96 · inbound

DASH: Divergence-Adaptive Supervision Horizons for On-Policy Self-Distillation of Reasoning Models cites this paper.

DASH: Divergence-Adaptive Supervision Horizons for On-Policy Self-Distillation of Reasoning Models When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-15T14:38:13.138616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:38:13.138616Z digest=sha256:24c00531262d43a82e5039b9b23c66a59171cd2aebcc07c580775ca04e868205

Observation 78962215-ea98-4859-997c-c87618b30e5f · 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 When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-14T04:33:46.012744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T04:33:46.012744Z digest=sha256:cbd8847a6462efe777b8f9ce1ef942ce397b2b07bb24e8534c5abafd75ece748

Observation 93641fc3-d8f0-4cfa-92af-d7a1daac6cae · inbound

Privileged Solutions or Context-Induced Teacher Behavior? Dissecting On-Policy Self-Distillation cites this paper.

Privileged Solutions or Context-Induced Teacher Behavior? Dissecting On-Policy Self-Distillation When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-11T21:15:10.320052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:15:10.320052Z digest=sha256:28e6932855f0efc9f49ced98030411db95337e18e4b85116d6ff0e5dad9737d8

Observation 4d54da7a-fdd5-47db-851e-8a444ce38a9f · inbound

SR-OPSD: Self-Referenced On-Policy Self-Distillation cites this paper.

SR-OPSD: Self-Referenced On-Policy Self-Distillation When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-11T11:37:45.789954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:37:45.789954Z digest=sha256:8a48d698486f211265892670189d03e6777904bf0a92c74833d9763afb6c79c6

Observation 1f5625a7-c50f-4681-b4f2-681ab274df17 · inbound

ReOrder-OPD:Reliability-Aware Prompt Ordering for On-Policy Distillation cites this paper.

ReOrder-OPD:Reliability-Aware Prompt Ordering for On-Policy Distillation When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-12T14:39:46.133085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T14:39:46.133085Z digest=sha256:b61e17f236be426ffdbe5a3ab17ea7969ab471de31739dbaabf8e09b57170c28