Paper Citation Record · LEDGER

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities

As of 8 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2506.15717.

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

pith.paper-citation-record.v1
2506.15717 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:31:48.111942Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

44 of 44 outbound references displayed

verified exact0
verified fuzzy1
unresolved43
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4faeacb0-c51f-404f-a51d-0d29a9a17af5 · outbound

This paper cites online" 'onlinestring :=.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:44.978545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69935940-9fb0-4820-86bc-9c413c17a9b5 · outbound

This paper cites write newline.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:45.104027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0bbc676-8eb7-4886-83ec-ee1930e7eef6 · outbound

This paper cites GPT-4 Technical Report.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities GPT-4 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:45.155259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1ab88cf-f1e8-40c3-9388-ff20126fa01c · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:31:52.385751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 90ed6ca0-2f7d-4db3-a6d6-ba8c66ee9f87 · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:45.263047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 556f2852-6111-42ea-9027-2f12ec51b8fe · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:31:52.097156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 787081f4-74f6-43cd-8cef-916022726bba · outbound

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

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:45.420393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5ee9a7a-e1b2-4e6d-b33a-96322646507c · outbound

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

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities KTO: Model Alignment as Prospect Theoretic Optimization

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:45.501186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c883549-b8a0-4ff6-aea6-93c9d77c3ad8 · outbound

This paper cites CMR scaling law: Predicting critical mixture ratios for continual pre-training of language models.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities CMR scaling law: Predicting critical mixture ratios for continual pre-training of language models

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:51.957705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 872daf72-c6e3-4a27-b834-e4ce26d0f50d · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:45.665372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78631847-d76d-4326-9cd9-1d40b8ad1b76 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Distilling the Knowledge in a Neural Network

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:45.761110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b9c44db-1ecf-42ec-9cb2-fd62744000be · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:45.842152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5eb6cce-bed4-4be6-83ce-87855618467c · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:31:51.734202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 271a5c2c-246f-4a84-9906-83f9252740cc · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:46.020731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d4af825-040b-4b0b-bd59-e0338a64f8d7 · outbound

This paper cites Hashimoto.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Hashimoto

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:46.047079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

This paper cites Direct Preference Knowledge Distillation for Large Language Models.

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 19210db9-e107-405e-91ab-f62d398d5034 · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:31:51.473839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a6a444da-35e1-48e1-b766-5a7a61896f99 · outbound

This paper cites DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:46.241833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f08a6236-93fc-4552-8dd3-bd05dca68fbf · outbound

This paper cites Understanding Reference Policies in Direct Preference Optimization.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Understanding Reference Policies in Direct Preference Optimization

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:46.321451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ee0e65c-799c-44d9-8fd5-ada19d0569cf · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:31:51.313893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cf57630e-9690-46db-8a98-07f8239feed1 · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:46.481935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50e6cbc5-cb25-44f0-a8cd-969ab54a3fd7 · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:31:51.170834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b9226938-44e3-4ebb-a95e-3d8498188748 · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:46.636508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bc18789-15c5-4d58-8ac9-533802c19456 · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:31:51.011797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2594f911-9286-44d4-8e88-4e056199fd26 · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:31:50.888673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2ad3f03c-70a1-4dfe-b3be-39a5b2948717 · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:31:50.745063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7009d297-a20c-4f84-89af-4b08acc0aa53 · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:31:50.648856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d68237ae-4cd1-497e-961d-1746d5fee8cb · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:31:50.502662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c4d83392-e79e-444c-a9d5-9ee8831f0b6f · outbound

This paper cites Proximal Policy Optimization Algorithms.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Proximal Policy Optimization Algorithms

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:47.028637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52adf203-76b3-4ee8-b6c7-0f215b997f87 · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:31:50.357179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 74f39737-1514-43d7-8ade-d9b191bf5443 · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:31:50.226454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1c5a4857-d446-4469-9687-4278c649ae9c · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:31:50.108335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a9297500-1ab1-4c41-9b16-b965972ea7ba · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:47.347341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bff5986c-3bbf-4a94-9d99-ee5b5eaa4aa5 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:47.419900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 504fd5d5-9e4f-4e4f-9568-0b64873f2284 · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:31:49.905163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bb7e086a-343d-4e8e-961e-042f28044133 · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:31:49.743992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation aeeddc3f-c4a7-4b3c-aebd-53a0dd8c776d · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:31:49.632195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5a5200a4-4ae2-4330-ac46-4903323ec703 · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:31:49.462865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7ed305f2-0fe4-45d2-949b-f0754f9218e7 · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:31:49.282883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 545a4efe-bf9c-46dc-a318-83799cead93c · outbound

This paper cites Qwen2.5 Technical Report.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Qwen2.5 Technical Report

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:47.846102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cc46e48-a8e9-4f21-9f4a-94c788f3d13e · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:31:49.126816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 36c56af1-37b5-43ef-99be-a5f4f349eb43 · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:47.964101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad53077d-cae1-44ac-84d3-2c3b371e86bf · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:31:48.843632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3b994dc8-454e-4f49-8434-f6cdd76e734b · outbound

This paper cites an unresolved cited work.

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:48.111942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.