Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-11T11:50:26.030339Z
Paper Citation Record · LEDGER
As of 15 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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-11T11:50:26.030339Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T14:38:13.138616Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T11:42:33.800620Z
41 of 41 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation e1b00854-c997-4f6d-8041-4e60a132fe5c · outbound
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
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 e9fc52a0-cbc3-44a6-b223-884d58d2d376 · outbound
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 084288b1-51c7-4bf5-83ce-1eb6c32e3436 · outbound
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Evaluating Large Language Models Trained on Code
Reference 4
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 e45f07d4-d25b-426d-b98e-77a914080a57 · outbound
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
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 dac29bf1-2efb-49da-acf6-e100d904aaab · outbound
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
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 397d10ba-79d2-4991-8df9-fe25b7e49aff · outbound
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning MiniLLM: On-Policy Distillation of Large Language Models
Reference 9
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 d00f2d7d-1451-4e7b-9f5c-43cf45b8ef17 · outbound
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning The False Promise of Imitating Proprietary LLMs
Reference 10
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 168463f7-bac6-45b2-b23c-623b824da29e · outbound
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning OpenThoughts: Data Recipes for Reasoning Models
Reference 11
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 3b46e933-62bc-4b56-a674-9aaa3ffb1f1b · outbound
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Measuring Mathematical Problem Solving With the MATH Dataset
Reference 12
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 224fe98b-bbe1-456f-bdd3-08947226e1cd · outbound
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Distilling the Knowledge in a Neural Network
Reference 13
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 6a7b88eb-fdab-41d0-8b6e-02777a670fe7 · outbound
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning LoRA: Low-Rank Adaptation of Large Language Models
Reference 14
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 c37475fa-6569-4cf5-93d8-e53b7d8685ec · outbound
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Unresolved cited work
Reference 15
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 d2262f10-4819-4e5f-9040-e1360fbc0213 · outbound
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Entropy-Aware On-Policy Distillation of Language Models
Reference 17
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 203165bf-4adb-4c09-b9a8-6b4f7379d937 · outbound
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning EMNLP 2025 (Oral)
Reference 18
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 3d9f19e2-0fb2-4c23-82d1-1e5dad80bbf8 · outbound
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Sequence-Level Knowledge Distillation
Reference 19
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 04227a4c-c5b2-412b-8eed-1fc2e91a6002 · outbound
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning DistiLLM: Towards Streamlined Distillation for Large Language Models
Reference 20
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 9fddc1c8-0b74-4b04-a0fc-a0219e7497ad · outbound
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
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 ccdd2310-86f0-4a47-a25e-e61b8922d932 · outbound
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
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 ecc40842-d050-42fe-b177-11204271031e · outbound
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Let's Verify Step by Step
Reference 24
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 a56c2cd3-2102-4cb4-8f09-f626d15e2645 · outbound
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Predictive Uncertainty Estimation via Prior Networks
Reference 25
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 d71dc866-8bcc-4891-a612-20525bf47952 · outbound
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Training language models to follow instructions with human feedback
Reference 26
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 ac4ea3e4-f23d-4854-9f20-39b6c8dc4ba2 · outbound
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning PyTorch: An Imperative Style, High-Performance Deep Learning Library
Reference 27
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 f4579156-58ab-4351-9302-ea3c8fe35ef8 · outbound
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
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 f0d3af37-0312-4451-b81d-26208eafa069 · outbound
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
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 98bcffc1-55b8-42bb-9c07-82fc5369f7fb · outbound
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
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 045b2994-a9b6-499b-a0d2-ebb8b8588c31 · outbound
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning f-Divergence Minimization for Sequence-Level Knowledge Distillation
Reference 33
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 33934696-fb15-45da-9f2a-131f6d1f7fc4 · outbound
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Transformers: State-of-the-art natural language processing
Reference 34
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 8ffb5dd0-9f32-4c74-bd7d-9d47220fe44b · outbound
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Transformers: State-of-the-Art Natural Language Processing
Reference 35
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 60698539-fa86-44a7-9110-f704c6dfb277 · outbound
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
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 8634e864-6ec2-4ec1-a76c-44ed1be157fb · outbound
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Qwen3 Technical Report
Reference 38
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 4c014472-8633-4e6b-a59f-28aed88e4919 · outbound
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
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 26085573-124e-433a-a483-b1dc61ca8963 · outbound
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Teacher” and “student
Reference 40
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 cf33928e-d7ea-417a-a2c2-b6f8581ecb63 · outbound
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
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 9ea63ed9-cf64-45dd-a3da-e34fdd07da8f · outbound
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Unresolved cited work
Reference 42
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 5268a8c5-0d45-4927-9691-746f18d2d27a · outbound
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Unresolved cited work
Reference 43
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 e6f477f6-82e0-49f8-afb3-6be669255dff · outbound
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Methods are compared on the same gap
Reference 44
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 877bed36-b084-4b01-b4a7-5b9d9508f425 · outbound
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
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 326b8426-dd98-4a0c-a4b1-421dc6370eb3 · outbound
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
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 aa84a4d6-9ba4-4edb-a5fe-fb2ee45f668e · outbound
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning Unresolved cited work
Reference 47
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 3a1b1817-8ffd-4417-91b4-3785aee3cbe9 · outbound
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning per-sequence) by positioning (none vs
Reference 48
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 718e2ca2-5601-409b-9580-a8f10c4dfade · outbound
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
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 5061a2e3-591a-4f50-b92d-a1d213c2eee7 · inbound
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
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 658e2172-3811-4392-90c3-fc95df007c96 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78962215-ea98-4859-997c-c87618b30e5f · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93641fc3-d8f0-4cfa-92af-d7a1daac6cae · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d54da7a-fdd5-47db-851e-8a444ce38a9f · inbound
SR-OPSD: Self-Referenced On-Policy Self-Distillation When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f5625a7-c50f-4681-b4f2-681ab274df17 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.