Paper Citation Record · LEDGER

K-order Ranking Preference Optimization for Large Language Models

As of 7 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2506.00441.

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

pith.paper-citation-record.v1
2506.00441 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:13:02.211673Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

50 of 50 outbound references displayed

verified exact4
verified fuzzy1
unresolved45
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6747957d-8254-4454-b20f-c987ce45fb19 · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 1

Resolution: verified exact; raw_fallback, observed 2026-08-07T12:13:04.166547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b1da7eda-5346-492c-8d2c-baf12cc6686f · outbound

This paper cites SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model.

K-order Ranking Preference Optimization for Large Language Models SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:57.239675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb02904d-ca93-47d6-91f2-42c3b80aa01d · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:57.332409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0268f881-d1e5-49a1-a2d0-439cad072561 · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:57.357517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d88378b9-0fdc-4369-b25d-db5e88dffb56 · outbound

This paper cites Preference Learning Algorithms Do Not Learn Preference Rankings.

K-order Ranking Preference Optimization for Large Language Models Preference Learning Algorithms Do Not Learn Preference Rankings

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:57.440131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b2b11e4-fee4-47cf-b014-54498c39c777 · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:57.505919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a056e33-371f-4d29-be1d-44dd0b141a0a · outbound

This paper cites On Softmax Direct Preference Optimization for Recommendation.

K-order Ranking Preference Optimization for Large Language Models On Softmax Direct Preference Optimization for Recommendation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:57.548054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69e6ae49-f728-478f-99f5-8124257a05a8 · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 8

Resolution: verified exact; doi, observed 2026-08-07T12:13:03.061809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f0e6e8d6-620a-4bb6-85b8-522db040a6d9 · outbound

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

K-order Ranking Preference Optimization for Large Language Models KTO: Model Alignment as Prospect Theoretic Optimization

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:57.703541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0637252-2c5d-45bf-a844-3885d6def638 · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:57.769205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac62b2c4-1859-4227-a6c9-eec66122aa68 · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:57.860819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4eff45f-4b15-4472-b755-e9421c9309bf · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:13:06.898134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d4632426-4fce-4099-848f-64c228dd23c9 · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:58.049070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba4134e3-cd79-4e61-97a3-fce17d391a7f · outbound

This paper cites Maxwell Harper and Joseph A.

K-order Ranking Preference Optimization for Large Language Models Maxwell Harper and Joseph A

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:58.113205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8f472fd-0f84-48f5-a7b0-1feb03b5e48e · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:13:06.639310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 56be07a6-f92a-4192-b964-b6712dfead84 · outbound

This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen - Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen.

K-order Ranking Preference Optimization for Large Language Models Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen - Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:58.258016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eccde09-d480-46a0-870b-a1e07caec483 · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:13:06.478096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1a61f944-0fcd-4d43-a622-5d0c2788ed5b · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:13:06.188825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 982ccdd9-bdbf-49c3-9827-13add08c5ae6 · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:58.464378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90911013-54e3-40b6-bd17-61e331125e41 · outbound

This paper cites Le and Hady Wirawan Lauw.

K-order Ranking Preference Optimization for Large Language Models Le and Hady Wirawan Lauw

Reference 20

Resolution: verified exact; doi, observed 2026-08-07T12:13:02.803811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 998c9961-d7d6-43e9-a6b5-9cacbf4c0e60 · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:13:05.935117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c5f56ede-3990-4c60-bf7c-65a8c2fc241b · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:58.783752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d5ddef5-04c3-4e0d-be93-ee1660848d5e · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:13:05.667936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0b62a9ca-db0b-404c-9beb-7ea78c33086f · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:59.031157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dd5bdc4-8a04-4b06-b302-602038d8cdcf · outbound

This paper cites SimPO: Simple Preference Optimization with a Reference-Free Reward.

K-order Ranking Preference Optimization for Large Language Models SimPO: Simple Preference Optimization with a Reference-Free Reward

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:59.152851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dc2bf76-bd60-4765-922b-c2404ac3102c · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:13:05.475963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dfaf7c5b-c87e-437e-b63b-eb53c5ea7013 · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:13:05.280467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0f064311-d790-4140-b9f0-b84a1e7103a9 · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:59.634314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ea9cb70-e624-4e0b-8941-f9272c1afd9c · outbound

This paper cites GPT-4 Technical Report.

K-order Ranking Preference Optimization for Large Language Models GPT-4 Technical Report

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:59.817066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3203a5a-132d-4f79-a6ea-807cdd54f82c · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:59.970536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2967ea5b-0217-49d0-8c32-73d8da19cabc · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T12:13:00.098529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a525791f-d6d6-41d0-9adc-5f3110f0c511 · outbound

This paper cites RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models.

K-order Ranking Preference Optimization for Large Language Models RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T12:13:00.202242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 224315e9-17d0-44f3-a1fb-62cba23264ca · outbound

This paper cites RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!.

K-order Ranking Preference Optimization for Large Language Models RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T12:13:00.336071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7aa4aa1d-7381-4ac4-af60-e3317a9e3714 · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T12:13:00.477224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c12c019-91b5-4572-aa2c-b0f871e51475 · outbound

This paper cites Manning, Stefano Ermon, and Chelsea Finn.

K-order Ranking Preference Optimization for Large Language Models Manning, Stefano Ermon, and Chelsea Finn

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:13:05.028277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a1f478d7-6554-4617-8764-a9777f71991b · outbound

This paper cites Shopping Queries Dataset: A Large-Scale ESCI Benchmark for Improving Product Search.

K-order Ranking Preference Optimization for Large Language Models Shopping Queries Dataset: A Large-Scale ESCI Benchmark for Improving Product Search

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T12:13:00.775447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b691962-91b2-49cc-ae68-b99f3aed0ce0 · outbound

This paper cites Comparing Traditional and LLM-based Search for Consumer Choice: A Randomized Experiment.

K-order Ranking Preference Optimization for Large Language Models Comparing Traditional and LLM-based Search for Consumer Choice: A Randomized Experiment

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T12:13:00.886166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74c5b0bb-19b8-41ae-97b6-014ae470edc9 · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T12:13:01.055521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ce1ae27-a046-41cd-811e-a31182ba5000 · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:13:04.848707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 05131a31-7a5f-4b39-9adf-aeff48b5c3d8 · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T12:13:01.294280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e41eb0d-0fc2-4600-af18-1e1e7fe79367 · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:13:04.674034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8fc3d63c-cf8d-4044-8fa2-82c95de9aca3 · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T12:13:01.545476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8d560a1-b945-4491-a17c-8197144e0463 · outbound

This paper cites Personalized Generation In Large Model Era: A Survey.

K-order Ranking Preference Optimization for Large Language Models Personalized Generation In Large Model Era: A Survey

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T12:13:01.673424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d12f03a0-27e3-4d1d-97ec-8933341b6a8f · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:13:04.508193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 809c111e-3513-4621-af26-21bde4417f0c · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 45

Resolution: verified exact; doi, observed 2026-08-07T12:13:02.461688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ece40e27-ea96-4d54-afd5-d3319498da4d · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:13:04.363499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a391f264-5264-4afb-a9cc-0d41b68a7e7c · outbound

This paper cites LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking.

K-order Ranking Preference Optimization for Large Language Models LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T12:13:02.052560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d5a81bf-9117-4643-8c37-0a177fb45dfe · outbound

This paper cites an unresolved cited work.

K-order Ranking Preference Optimization for Large Language Models Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T12:13:02.100774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c4ea31d-6666-462c-a157-6579d9e0724f · outbound

This paper cites online" 'onlinestring :=.

K-order Ranking Preference Optimization for Large Language Models online" 'onlinestring :=

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T12:13:02.137094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04ebc3a1-1207-4705-b6b4-f554dd16e152 · outbound

This paper cites write newline.

K-order Ranking Preference Optimization for Large Language Models write newline

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T12:13:02.211673Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.