Paper Citation Record · LEDGER

Direct Preference Knowledge Distillation for Large Language Models

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2406.19774.

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

pith.paper-citation-record.v1
2406.19774 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:27:49.311523Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 5fbb818f-063b-466e-85ef-e368a5800469 · inbound

Online Knowledge Distillation with Reward Guidance cites this paper.

Online Knowledge Distillation with Reward Guidance Direct Preference Knowledge Distillation for Large Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:27:49.311523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbf0e1d1-9422-455e-89cd-b2c3611ec0ae · inbound

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities cites this paper.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Direct Preference Knowledge Distillation for Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:46.108909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f0bc812-d474-4d61-bbfa-f4c4e9543a29 · inbound

Not All Preferences are What You Need for Post-Training: Selective Alignment Strategy for Preference Optimization cites this paper.

Not All Preferences are What You Need for Post-Training: Selective Alignment Strategy for Preference Optimization Direct Preference Knowledge Distillation for Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T18:38:09.954900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d31023e5-7897-444b-a6ca-3cbc8878500c · inbound

DPO Unchained: Your Training Algorithm is Secretly Disentangled in Human Choice Theory (and its Loss' Convexity is Dispensable) cites this paper.

DPO Unchained: Your Training Algorithm is Secretly Disentangled in Human Choice Theory (and its Loss' Convexity is Dispensable) Direct Preference Knowledge Distillation for Large Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T18:52:36.169261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f22e24f-e5c6-414b-ab97-9ac9f30be085 · inbound

Dynamics of Learning under User Choice: Overspecialization and Peer-Model Probing cites this paper.

Dynamics of Learning under User Choice: Overspecialization and Peer-Model Probing Direct Preference Knowledge Distillation for Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T20:24:30.971052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60baec07-81e0-4715-b37d-6ab6c6af7ea0 · inbound

ExecTune: Effective Steering of Black-Box LLMs with Guide Models cites this paper.

ExecTune: Effective Steering of Black-Box LLMs with Guide Models Direct Preference Knowledge Distillation for Large Language Models

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:55:58.672118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d87bd08b-3725-4d2c-a8a8-141c09aa6a51 · inbound

Contribution Weights: A Geometrical Analysis of Self-Attention Transformers cites this paper.

Contribution Weights: A Geometrical Analysis of Self-Attention Transformers Direct Preference Knowledge Distillation for Large Language Models

Reference 118

Resolution: verified exact; arxiv_id, observed 2026-06-28T23:32:46.720349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a62cec2c-5f63-478d-8ccf-34e53e1695cd · inbound

Understanding Knowledge Distillation in Post-Training: When It Helps and When It Fails cites this paper.

Understanding Knowledge Distillation in Post-Training: When It Helps and When It Fails Direct Preference Knowledge Distillation for Large Language Models

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-06-26T08:39:15.122401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ee6be6f7-8aeb-45d6-83dd-b39a70fba64e · inbound

ARKD: Adaptive Reinforcement Learning-Guided Bidirectional KL Divergence Distillation for Text Generation cites this paper.

ARKD: Adaptive Reinforcement Learning-Guided Bidirectional KL Divergence Distillation for Text Generation Direct Preference Knowledge Distillation for Large Language Models

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-06-30T06:04:21.662373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.