Paper Citation Record · LEDGER

Learning from Consensus and Disagreement: Unsupervised On-Policy Self-Distillation with Minority-Trajectory Contrast

As of 18 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2608.08764.

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

pith.paper-citation-record.v1
2608.08764 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:31:40.978324Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

22 of 22 outbound references displayed

verified exact0
verified fuzzy2
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bbc3693d-ac26-4f0a-b217-c4088ef02f59 · outbound

This paper cites KTO: Model Alignment as Prospect Theoretic Optimization.

Learning from Consensus and Disagreement: Unsupervised On-Policy Self-Distillation with Minority-Trajectory Contrast KTO: Model Alignment as Prospect Theoretic Optimization

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-14T04:31:40.893421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9eec759-0224-4efe-a5f5-79d6cf0d0e7d · outbound

This paper cites Reinforcement Learning via Self-Distillation.

Learning from Consensus and Disagreement: Unsupervised On-Policy Self-Distillation with Minority-Trajectory Contrast Reinforcement Learning via Self-Distillation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-14T04:31:40.913039Z

Source-reported events for the cited work

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Observation fa17ce90-6107-463f-8b99-06de3dd671f3 · outbound

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

Learning from Consensus and Disagreement: Unsupervised On-Policy Self-Distillation with Minority-Trajectory Contrast Asymmetric On-Policy Distillation: Bridging Exploitation and Imitation at the Token Level

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-14T04:31:40.917409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 268847bd-388d-4ac4-94f9-051cea0e1ddd · outbound

This paper cites UniSD: Towards a Unified Self-Distillation Framework for Large Language Models.

Learning from Consensus and Disagreement: Unsupervised On-Policy Self-Distillation with Minority-Trajectory Contrast UniSD: Towards a Unified Self-Distillation Framework for Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-14T04:31:40.921666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dc29fc1-97b6-4435-9476-34db50f38de4 · outbound

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

Learning from Consensus and Disagreement: Unsupervised On-Policy Self-Distillation with Minority-Trajectory Contrast DistiLLM: Towards Streamlined Distillation for Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-14T04:31:40.926096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d0201ab-a43f-49dd-9762-5644e0729f83 · outbound

This paper cites Privileged Information Distillation for Language Models.

Learning from Consensus and Disagreement: Unsupervised On-Policy Self-Distillation with Minority-Trajectory Contrast Privileged Information Distillation for Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-14T04:31:40.934410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a0a7d45-0028-4ae4-b3f9-85f33a0685eb · outbound

This paper cites Direct Preference Optimization: Your Language Model is Secretly a Reward Model.

Learning from Consensus and Disagreement: Unsupervised On-Policy Self-Distillation with Minority-Trajectory Contrast Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-14T04:31:40.942530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95a03d18-c17c-4b11-8b7e-5ef7014ed2f8 · outbound

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

Learning from Consensus and Disagreement: Unsupervised On-Policy Self-Distillation with Minority-Trajectory Contrast DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-14T04:31:40.946297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3718fcaf-3c77-4ba9-9e94-d4b1c4bd9cbd · outbound

This paper cites arXiv preprint arXiv:2602.20574.

Learning from Consensus and Disagreement: Unsupervised On-Policy Self-Distillation with Minority-Trajectory Contrast arXiv preprint arXiv:2602.20574

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-14T04:31:40.950141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 590da225-31ed-49f2-9a8f-67cbe11f1903 · outbound

This paper cites PACED: Distillation and On-Policy Self-Distillation at the Frontier of Student Competence.

Learning from Consensus and Disagreement: Unsupervised On-Policy Self-Distillation with Minority-Trajectory Contrast PACED: Distillation and On-Policy Self-Distillation at the Frontier of Student Competence

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-14T04:31:40.953793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd62bf11-6b5e-4479-bd97-dc5121eb6fc4 · outbound

This paper cites Qwen3 Technical Report.

Learning from Consensus and Disagreement: Unsupervised On-Policy Self-Distillation with Minority-Trajectory Contrast Qwen3 Technical Report

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-14T04:31:40.957549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15f8995b-6e2c-4e50-b804-8984e7d8a593 · outbound

This paper cites Self-Distilled RLVR.

Learning from Consensus and Disagreement: Unsupervised On-Policy Self-Distillation with Minority-Trajectory Contrast Self-Distilled RLVR

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-14T04:31:40.962082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71732ff7-32f2-43d4-899a-98146d2e9603 · outbound

This paper cites On-Policy Context Distillation for Language Models.

Learning from Consensus and Disagreement: Unsupervised On-Policy Self-Distillation with Minority-Trajectory Contrast On-Policy Context Distillation for Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-14T04:31:40.965980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32a8d406-ca36-45cf-b120-8231effb7cd4 · outbound

This paper cites Multi-Rollout On-Policy Distillation via Peer Successes and Failures.

Learning from Consensus and Disagreement: Unsupervised On-Policy Self-Distillation with Minority-Trajectory Contrast Multi-Rollout On-Policy Distillation via Peer Successes and Failures

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-14T04:31:40.969905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44442b6a-9581-4299-9fb8-7788d0591050 · outbound

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

Learning from Consensus and Disagreement: Unsupervised On-Policy Self-Distillation with Minority-Trajectory Contrast Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-14T04:31:40.974049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20003c9d-fca1-40f7-950f-319f121b8e79 · outbound

This paper cites SCOPE: Signal-Calibrated On-Policy Distillation Enhancement with Dual-Path Adaptive Weighting.

Learning from Consensus and Disagreement: Unsupervised On-Policy Self-Distillation with Minority-Trajectory Contrast SCOPE: Signal-Calibrated On-Policy Distillation Enhancement with Dual-Path Adaptive Weighting

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-14T04:31:40.978324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 953d7c51-62cd-4021-891c-c70fa83d153f · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Learning from Consensus and Disagreement: Unsupervised On-Policy Self-Distillation with Minority-Trajectory Contrast Distilling the Knowledge in a Neural Network

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-14T04:31:40.908467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6c24abb-978b-49d9-9c97-3a3325795f36 · outbound

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

Learning from Consensus and Disagreement: Unsupervised On-Policy Self-Distillation with Minority-Trajectory Contrast Training language models to follow instructions with human feedback

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-14T04:31:40.930257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c33c231-9f9d-49f4-b758-e1bc832e81cf · outbound

This paper cites InFindings of the Association for Computational Linguistics: EMNLP 2023, 5687–5711.

Learning from Consensus and Disagreement: Unsupervised On-Policy Self-Distillation with Minority-Trajectory Contrast InFindings of the Association for Computational Linguistics: EMNLP 2023, 5687–5711

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:31:41.270942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 33d8db9a-da57-456a-a43f-2c4dda5b33f8 · outbound

This paper cites InInternational Conference on Learn- ing Representations, volume 2024, 21246–21263.

Learning from Consensus and Disagreement: Unsupervised On-Policy Self-Distillation with Minority-Trajectory Contrast InInternational Conference on Learn- ing Representations, volume 2024, 21246–21263

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:31:41.283534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c4ebc4a7-3eb0-4167-83fb-f072da754b68 · outbound

This paper cites OpenThoughts: Data Recipes for Reasoning Models.

Learning from Consensus and Disagreement: Unsupervised On-Policy Self-Distillation with Minority-Trajectory Contrast OpenThoughts: Data Recipes for Reasoning Models

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-14T04:31:40.903633Z

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Unavailable: canonical work link unavailable.

Observation c723d0dc-7693-4866-8e27-24a711f934ce · outbound

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

Learning from Consensus and Disagreement: Unsupervised On-Policy Self-Distillation with Minority-Trajectory Contrast Revisiting On-Policy Distillation: Empirical Failure Modes and Simple Fixes

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-14T04:31:40.898325Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.