Paper Citation Record · LEDGER

A Regret Minimization Framework on Preference Learning in Large Language Models

As of 9 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2606.09124.

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

pith.paper-citation-record.v1
2606.09124 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T16:34:19.323865Z

measured 25 of 25 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 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

25 of 25 outbound references displayed

verified exact0
verified fuzzy0
unresolved22
parse uncertain1
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 960af314-a171-4893-b5e7-fac0da6c4744 · outbound

This paper cites Contrastive Preference Learning: Learning from Human Feedback without RL.

A Regret Minimization Framework on Preference Learning in Large Language Models Contrastive Preference Learning: Learning from Human Feedback without RL

Reference 1

Resolution: malformed identifier; arxiv_id, observed 2026-07-03T01:27:30.773321Z

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 c088cb7e-006f-45ea-bf2f-e2f7aa8186b6 · outbound

This paper cites an unresolved cited work.

A Regret Minimization Framework on Preference Learning in Large Language Models Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-27T16:34:19.323865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8870e10-d208-4524-8ebd-534d6d2267b6 · outbound

This paper cites Over 13 weeks (since2×13 = 26), he will play: 26games.

A Regret Minimization Framework on Preference Learning in Large Language Models Over 13 weeks (since2×13 = 26), he will play: 26games

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-27T16:34:19.323865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d784adb6-8075-4808-ad1e-28a82d523fa1 · outbound

This paper cites Therefore, the total number of hits is: 20×2 = 40hits.

A Regret Minimization Framework on Preference Learning in Large Language Models Therefore, the total number of hits is: 20×2 = 40hits

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-27T16:34:19.323865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 584ca7c1-8c78-4c7e-8768-c1c0c83408c2 · outbound

This paper cites an unresolved cited work.

A Regret Minimization Framework on Preference Learning in Large Language Models Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-27T16:34:19.323865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c8aeb76-0f5a-4afd-8299-d113ae0daaa4 · outbound

This paper cites an unresolved cited work.

A Regret Minimization Framework on Preference Learning in Large Language Models Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-27T16:34:19.323865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8010dda7-48f9-481e-8e7e-87ad02d9e5da · outbound

This paper cites Instruction.

A Regret Minimization Framework on Preference Learning in Large Language Models Instruction

Reference 7

Resolution: malformed identifier; no resolver link, observed 2026-06-27T16:34:19.323865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f55164d1-2d88-4f62-a6c6-7360a4c58898 · outbound

This paper cites an unresolved cited work.

A Regret Minimization Framework on Preference Learning in Large Language Models Unresolved cited work

Reference 8

Resolution: parse uncertain; no resolver link, observed 2026-06-27T16:34:19.323865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b496372-3976-4a53-8baf-4458aa511d36 · outbound

This paper cites an unresolved cited work.

A Regret Minimization Framework on Preference Learning in Large Language Models Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-27T16:34:19.323865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3909ce5-5f28-4e5a-b8a8-6b6e3bc1a705 · outbound

This paper cites (2) Acknowledges both but slight deviations.

A Regret Minimization Framework on Preference Learning in Large Language Models (2) Acknowledges both but slight deviations

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-27T16:34:19.323865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdc7e3a5-a037-43e1-81aa-0f4b19983b7f · outbound

This paper cites an unresolved cited work.

A Regret Minimization Framework on Preference Learning in Large Language Models Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-27T16:34:19.323865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c1f2a50-f5b3-4c84-a8e8-bcb59fd42a3d · outbound

This paper cites an unresolved cited work.

A Regret Minimization Framework on Preference Learning in Large Language Models Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-27T16:34:19.323865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70cd7977-4d70-465b-80a0-dc0462c6b2e3 · outbound

This paper cites an unresolved cited work.

A Regret Minimization Framework on Preference Learning in Large Language Models Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-27T16:34:19.323865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a29679cc-127b-4ca3-9231-ec2f8c17b3f3 · outbound

This paper cites an unresolved cited work.

A Regret Minimization Framework on Preference Learning in Large Language Models Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-27T16:34:19.323865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a303b3c8-bda2-499a-b781-f38aa5fe1887 · outbound

This paper cites Score 1 to 5 based on extent of helpfulness, regarding both informativeness and correctness:.

A Regret Minimization Framework on Preference Learning in Large Language Models Score 1 to 5 based on extent of helpfulness, regarding both informativeness and correctness:

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-27T16:34:19.323865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3400d4c4-77e1-4959-b294-8342473d9aea · outbound

This paper cites an unresolved cited work.

A Regret Minimization Framework on Preference Learning in Large Language Models Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-27T16:34:19.323865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 088ec125-1156-4918-b00a-9e0dc1a21823 · outbound

This paper cites an unresolved cited work.

A Regret Minimization Framework on Preference Learning in Large Language Models Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-27T16:34:19.323865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1153fc5e-d248-4d08-ac48-b43eff7a7a96 · outbound

This paper cites an unresolved cited work.

A Regret Minimization Framework on Preference Learning in Large Language Models Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-27T16:34:19.323865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e5a9211-a84e-4d28-96da-f8083ccb4fc5 · outbound

This paper cites an unresolved cited work.

A Regret Minimization Framework on Preference Learning in Large Language Models Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-27T16:34:19.323865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84e6d2f8-d64b-43ce-939f-b93741afa15d · outbound

This paper cites an unresolved cited work.

A Regret Minimization Framework on Preference Learning in Large Language Models Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-27T16:34:19.323865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe474f81-f89d-4700-a371-5f59f3e868d8 · outbound

This paper cites an unresolved cited work.

A Regret Minimization Framework on Preference Learning in Large Language Models Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-27T16:34:19.323865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7e42b9d-3ad4-4ebc-8f00-bbcfcde6476b · outbound

This paper cites • No uncertainty expression indicate confidence.

A Regret Minimization Framework on Preference Learning in Large Language Models • No uncertainty expression indicate confidence

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-27T16:34:19.323865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47c65554-f2d3-43b3-b6dd-021639c48e46 · outbound

This paper cites an unresolved cited work.

A Regret Minimization Framework on Preference Learning in Large Language Models Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-27T16:34:19.323865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7943eb37-cfcb-4f4c-afcb-2adde19bb922 · outbound

This paper cites an unresolved cited work.

A Regret Minimization Framework on Preference Learning in Large Language Models Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-27T16:34:19.323865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8b34346-d88d-438f-ab2c-e3698da9a8d0 · outbound

This paper cites Scoring:Rate outputs 1 to 5 based on extent of hallucination: 1.Completely Hallucinated:Entirely unreliable due to hallucinations.

A Regret Minimization Framework on Preference Learning in Large Language Models Scoring:Rate outputs 1 to 5 based on extent of hallucination: 1.Completely Hallucinated:Entirely unreliable due to hallucinations

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-27T16:34:19.323865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.