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Paper Citation Record · LEDGER

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

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.

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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:e45bda3942930c1865c2c9f5e7683450fdddacd47c49b0bc7326f9b8bd252bdd

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:0071c381ac0eaa5beae043096191ce46f7167a0adf9a4b0ec394b4752e569d61

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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metadata mismatch
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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:d6c2216d6050ceee5a6bc4b6bce1fc829067c2a9c9630bb6bbf551c91a707587

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:4cae5f291d4323aecd3f2d629485740135749573cf4413f0ab4a3c58fad77b55

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:1071d948667c709d23ac8fdfb4cac3aae0119e4fd4badd4119d0801c21d17888

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

Resolution
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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:ca4e2bda083c48fb6efe1933a26be7a6a70171e47e964a394b87adc3f1fb3043

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:d5298c461422255f6d8d3c6eae394fbccca060cb05be480dc344f045291db93c

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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metadata mismatch
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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:aa5b3792ddab144652e1eadb08535934c04bcf8289ea519a36db62a4bf828c80

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-11T11:50:26.030339Z digest=sha256:e2277dbd176b02c203109c3c4436ba69e48d0c5d55dc21589bd58f07c2ee70af

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:3994d0f1f19de3bd404537e26a8fd21c55602911977f09693c16cb06b682b7d1

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:c116163bed233b46c339ffaedf42bdbc906bf5bb822df77a2ef2dbbe4489ce33

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:01f0becfbc4c8fcd3c14c070ae2f121b4d17a76929a3afa71b9c54a0bd555c9e

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:2dc0fd8cdd69bb44b97e87c587d81433eb927eb40a5fd01c6926f0461a26039e

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:25f08cf3f68224848a71a24cb04d4ba02a565c37f1ce6ecb3a2c5884e50386d7

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:175813b802c25957f010ec8d917d5ec751fd5b86256efcc61ef3f2ed29dd571c

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:18a581b306985e412bc38cbc55bafd6bbfe3adbda159afbe2454a0b194684f64

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:b9d8cbc45ca51468b08caf75913de614b048c522ce9f99c3632a6ac7d1950dcb

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:8402a17f4ea731cb1188dc73db9ed9d8c0bceb15e0513b29be4610fb1873c455

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:e3a8d9675621c18da094b906fc9b1fee69f40981f631efc07a1f4f4761f122cf

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:47b6a67bed72e589563a9f31ae061193c851be3f9e0a3371fbc1039197c5091f

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:2af01a0433a68fbdbfa9f0b74a74c6c3d4dba8dc5dfdd37ea4ece82806b8b533

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:803a380e2ea4e873c455008226ed72e1593c0b0e3f04949f99124689345dea73

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:83f37f9d1ce7eef8f27808a25f23ec82ff13f0f481c15f6ed07adbb333956d4e

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

Resolution
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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:01458e50285177d340938be5af0abd7162a90062a91826bc8e993e70b5028e4f

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:0c28ccd997a29a7a7f92990495ed054d39035952853e0294a1b412d4b0237906

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:54ee69f41e4106001a09017a3d810301580b4ff58621f6b7993bb56db3260b75

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:9460c56d6e44ba25a664fd78758a4df36d4dd1b36f2405678412f99506ded504

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:79cd23ee475bde840fabd9bac30cfcb872282a77aa6206b82ce406e3eb63965e

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:0fdd1583aaf1c8dcd5a2143069132d3b889b567cda885da0fc111fb5b2ecd4c8

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:5566af1c9245d4a35de19c8a025e4503fdd46ea035c861d7fe626323f2578ef0

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:1829353525e6f6f9bc8f9f333ed8c0c1c485919b514aee861732d85903c5fd0f

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:bcc8349c9e6b5403de93b85b905b6debbbf9ca7b5f8011b1b13714a9ecabdb06

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:b0a6db4302d442fbdc8f4e5097251efbb35dd304fdbea308d257f7a613b0947a

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:ac01f43f6acbda8b4cdd520d9fb1cf44a9d649f7ba07c56f9c6dd17c233d6067

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:b624568465d1f58c21f31603c396e2137516048d184a9e784575d462577be02d

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:70ba9c7382716f411714800878961a9aae396696be8533197b04a655df7667da

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:ab419751edb063a4787261ff94658b4b774ee53d028267920214c8e499b7a1c5

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:8e530976164322b88f8e4c92ed9ae3fac87ea899d865a5dcc00ce9d8050d7a98

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:f5e99e254e2bdf4c65972ff7a51ba04aaa31428147f3a651edc01841170304f5

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:148e622e660132fcbbdd332542b68ab051dfbeb261566c537c56dc2a80d2ef03

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-22T09:25:37.960991Z digest=sha256:aaa93978508c271094e96cd4c221c75a33dbb4c5e4ea2ed12858713b13879bd0

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T11:42:32.520327Z digest=sha256:6cdc34760bbd09b8984b0fa3a0e3eaf044f1b6604c3de64b619d6d10f0018236

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:ceb24673fc080f23355bb1a26449b7917c5a75c196b0eaba76db56768dbfb8f6

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:da52fae252a960d1fbed68b180bb7fedd6692f956abb37719524e024969f3d7e

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=sha256:68db1459c3bb173c49ba9fc24173bfdc0d2ce4e5af613431ca925dcbdfa3d650

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=sha256:4fab7f3f1b7410f8cb8d43bcbd3affd8b656ea65bfd28e650945685b365a80df

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=sha256:54fafff6d0c5f2f38927e2de1f4c4c6054e2efa017d3ba3c120905b507057142