Paper Citation Record · LEDGER

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models

As of 29 July 2026, this Paper Citation Record lists 31 of 31 outbound references and 16 inbound Pith citation observations for arXiv:2604.08527.

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

pith.paper-citation-record.v1
2604.08527 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T17:27:37.161657Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-28T06:31:03.373048+00:00

measured 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-12T11:44:54.717393Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-04T16:09:56.995110Z

Reference resolution

31 of 31 outbound references displayed

verified exact24
verified fuzzy3
unresolved0
parse uncertain0
malformed identifier2
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b8abbb58-5eb4-4361-9904-10ebfe911eac · outbound

This paper cites Process Reinforcement through Implicit Rewards.

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models Process Reinforcement through Implicit Rewards

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:23:31.624298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation c04e973e-a9d1-491a-ac75-c8ed7a09058b · outbound

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

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models MiniLLM: On-Policy Distillation of Large Language Models

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-12T17:40:27.990750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 2276962d-227c-4e08-842e-ec06895aab23 · outbound

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

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-11T06:46:25.498353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 81e6947b-18df-4a56-a94d-6cd63946a289 · outbound

This paper cites OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems.

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T08:38:21.105975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 40ac80b8-9e99-4fe2-986d-fe1ded2cef6d · outbound

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

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models Measuring Mathematical Problem Solving With the MATH Dataset

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-05-11T06:46:27.172350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 59c794f9-6257-4678-b11f-b01ad56c2cf5 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models Distilling the Knowledge in a Neural Network

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-05-11T06:46:25.096749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation bd51b5a3-88d4-451f-849e-2be9eec2343c · outbound

This paper cites Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base Model.

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base Model

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-12T21:59:02.400889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation e9156fda-705c-4af2-8f32-7511be2ed81c · outbound

This paper cites Reinforcement Learning via Self-Distillation.

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models Reinforcement Learning via Self-Distillation

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T04:29:18.795354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation c1fcf864-8175-41a4-87a5-4721055c6e48 · outbound

This paper cites Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?.

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-05-11T06:46:25.667356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation fc0f537e-63d8-4d7b-a27e-e65b487925ae · outbound

This paper cites and Rush, A.

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models and Rush, A

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T10:21:45.409000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 881ca87b-091f-45a8-ab42-cd3a3ff62932 · outbound

This paper cites Dual Policy Distillation.

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models Dual Policy Distillation

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:46:26.062388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 8181b803-58df-495b-bc2e-104fe803fa31 · outbound

This paper cites Solving Quantitative Reasoning Problems with Language Models.

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models Solving Quantitative Reasoning Problems with Language Models

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-12T22:43:59.458883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 881f9d32-a398-4993-b33f-c78f028855dd · outbound

This paper cites Let's Verify Step by Step.

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models Let's Verify Step by Step

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-05-11T06:46:27.346609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 2970a45c-60c2-4bf4-b696-e486ed827aa7 · outbound

This paper cites Understanding R1-Zero-Like Training: A Critical Perspective.

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models Understanding R1-Zero-Like Training: A Critical Perspective

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-05-11T06:46:24.521350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 1c730f72-9819-4b20-b8a5-faa1acdf2f9e · outbound

This paper cites 20251026.

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models 20251026

Reference 15

Resolution: malformed identifier; doi_truncated, observed 2026-05-10T17:30:39.818743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 9cc87e02-f16b-4500-b8e8-8fe9f02b7009 · outbound

This paper cites Policy Distillation.

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models Policy Distillation

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:46:28.044908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation eb0047b6-7d34-41bb-8d84-d375a8a67b2c · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-11T06:46:24.677843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation ca188012-58ae-4272-8959-49e766c006ec · outbound

This paper cites Proximal Policy Optimization Algorithms.

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models Proximal Policy Optimization Algorithms

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-05-11T06:46:28.199747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation b5f0a30a-7d66-4bde-9199-c3c70396ac03 · outbound

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

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-05-11T06:46:25.326349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 6dc57683-d61d-453f-a22a-1cc743f085d3 · outbound

This paper cites MiMo-V2-Flash Technical Report.

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models MiMo-V2-Flash Technical Report

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-12T11:33:32.947936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 2be2d9c2-6261-4c1e-bdfe-9d85220e63c8 · outbound

This paper cites Learning to Reason under Off-Policy Guidance.

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models Learning to Reason under Off-Policy Guidance

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-15T23:17:03.075876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 76a7a0f5-5d7e-4777-b998-045d16356060 · outbound

This paper cites Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement.

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:15:55.036587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation c134a4ce-be53-4262-8b9f-e6cdc509d312 · outbound

This paper cites Qwen3 Technical Report.

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models Qwen3 Technical Report

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-05-11T06:46:28.180751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 702bf885-7308-45e7-b79b-bde35918684c · outbound

This paper cites Black-box on-policy distillation of large language models.arXiv preprint.

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models Black-box on-policy distillation of large language models.arXiv preprint

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:46:26.859445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation deb75af3-a730-4bbb-910a-c7712e56e9db · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-05-11T06:46:27.522343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 930f1c66-095d-4c67-a699-e775291e48e7 · outbound

This paper cites SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild.

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-13T08:21:05.971096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 94c4fcd5-d4e2-4e3e-b450-c0537958cc2c · outbound

This paper cites A Survey of Reinforcement Learning for Large Reasoning Models.

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models A Survey of Reinforcement Learning for Large Reasoning Models

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-18T00:02:25.511734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation a6f8d663-b49c-4d2f-8e24-bc00a140300f · outbound

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

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-12T03:54:31.187112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 936e03b1-0802-4aba-8450-526f25379efd · outbound

This paper cites Appendix B.

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models Appendix B

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T10:21:45.417635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 36e8de24-1349-4f57-8d75-c720b8018423 · outbound

This paper cites an unresolved cited work.

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models Unresolved cited work

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T10:21:45.411892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation f8b954ce-30bb-46e4-bf29-10df51c99bcf · outbound

This paper cites an unresolved cited work.

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models Unresolved cited work

Reference 31

Resolution: malformed identifier; raw_fallback, observed 2026-05-17T10:21:45.414892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Pith citing papers

Observation bffb3a39-fc4f-4bc8-aa3d-0a6d1dc7315e · inbound

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

UniSD: Towards a Unified Self-Distillation Framework for Large Language Models Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-05-11T20:11:12.902477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 5789fdb2-a335-4cac-a115-a4d4bcef9fb3 · inbound

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

UniSD: Towards a Unified Self-Distillation Framework for Large Language Models Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models

Reference 46

Resolution: verified exact; local_arxiv, observed 2026-05-22T09:46:22.544088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 9d78977c-c3e9-4d74-a39f-68247d4e9259 · inbound

The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes cites this paper.

The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-05-13T02:22:06.953324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation f1800a1b-5e5e-485b-a988-6c6fbb5b4e6c · inbound

The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes cites this paper.

The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-07-01T14:15:46.400937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 8e3ab833-e9bd-4aca-809f-72e9b236ea08 · inbound

Decoupling KL and Trajectories: A Unified Perspective for SFT, DAgger, Offline RL, and OPD in LLM Distillation cites this paper.

Decoupling KL and Trajectories: A Unified Perspective for SFT, DAgger, Offline RL, and OPD in LLM Distillation Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-05-19T20:52:46.201324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 93ef7496-5ceb-4dbe-b906-15219d6078a4 · inbound

OmniOPD: Logit-Free On-Policy Distillation via Speculative Verification cites this paper.

OmniOPD: Logit-Free On-Policy Distillation via Speculative Verification Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models

Reference 24

Resolution: metadata mismatch; local_arxiv, observed 2026-06-28T17:12:24.145017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation d74c0cfe-4275-404a-b72d-b72efe45aa59 · inbound

Filter, Then Reweight: Rethinking Optimization Granularity in On-Policy Distillation cites this paper.

Filter, Then Reweight: Rethinking Optimization Granularity in On-Policy Distillation Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models

Reference 12

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T22:36:17.360936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 0047499b-cde7-48d1-8bcc-2310a655b21d · inbound

ViCuR: Visual Cues as Recoverable Privilege for Multimodal On-Policy Distillation cites this paper.

ViCuR: Visual Cues as Recoverable Privilege for Multimodal On-Policy Distillation Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-07-02T12:36:57.003582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 9d842b35-1215-49f0-af28-22c9e37cf14e · inbound

SAGE-OPD: Selective Agent-Guided Intervention for Multi-Turn On-Policy Distillation cites this paper.

SAGE-OPD: Selective Agent-Guided Intervention for Multi-Turn On-Policy Distillation Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-06-26T20:29:57.859170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 9a7e96b4-03d0-4a8d-bf88-d2c65942ea5b · inbound

Learning at the Right Pace: Adaptive Data Scheduling Improves LLM Reinforcement Learning cites this paper.

Learning at the Right Pace: Adaptive Data Scheduling Improves LLM Reinforcement Learning Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-07-04T08:39:42.400353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 4eef3ad0-b655-400e-9bbd-3ac125455005 · inbound

A Formula-Driven Survey and Research Agenda for On-Policy Distillation cites this paper.

A Formula-Driven Survey and Research Agenda for On-Policy Distillation Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models

Reference 33

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T10:19:47.147150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 7e5ca99a-2617-4633-93af-f0db5377a306 · inbound

Finding the Evidence: Discovering Decision-Supporting Tokens for On-Policy Reasoning Distillation cites this paper.

Finding the Evidence: Discovering Decision-Supporting Tokens for On-Policy Reasoning Distillation Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-07-04T10:29:44.957887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation be204bb8-3062-423f-84b3-3ce60c6f1b02 · inbound

Blockwise Policy-Drift Gating for On-Policy Distillation cites this paper.

Blockwise Policy-Drift Gating for On-Policy Distillation Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-07-04T16:09:56.996729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 8501e135-1f97-47cf-b856-bfe3bf3fd30f · inbound

DanceOPD: On-Policy Generative Field Distillation cites this paper.

DanceOPD: On-Policy Generative Field Distillation Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models

Reference 64

Resolution: verified exact; local_arxiv, observed 2026-07-04T13:49:51.441439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

Observation 0eb77a78-3ce9-4d3a-a886-f0c4d2bc17b8 · inbound

DanceOPD: On-Policy Generative Field Distillation cites this paper.

DanceOPD: On-Policy Generative Field Distillation Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models

Reference 64

Resolution: unresolved; no resolver link, observed 2026-07-12T11:44:54.717393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c825d042-3a3b-469e-a29b-82aeaefddc21 · inbound

Regime-Aware Peer Specialization for Robust RAG under Heterogeneous Knowledge Conflicts cites this paper.

Regime-Aware Peer Specialization for Robust RAG under Heterogeneous Knowledge Conflicts Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-06-30T08:24:27.013111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.