Paper Citation Record · LEDGER

Radiology Report Generation via Multi-objective Preference Optimization

As of 13 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 1 inbound Pith citation observation for arXiv:2412.08901.

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

pith.paper-citation-record.v1
2412.08901 v2

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T17:33:24.232749Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T14:09:06.139625Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T14:10:28.687169Z

Reference resolution

44 of 44 outbound references displayed

verified exact0
verified fuzzy4
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9f9a4763-36b0-4b3a-a505-a5725e33cd45 · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:33:24.748338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3d44f919-db99-4025-9b0d-1ecbd4ddc6ae · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:33:24.735909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4ddcd89f-618e-4f51-9e31-ea2151d7552d · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:33:24.723628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation bd58d41a-08c4-4f02-953e-24ef8eece4ec · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:33:24.708020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ecae190b-d522-4ff2-adda-38bfdf0b007c · outbound

This paper cites D.; Rosenman, M.

Radiology Report Generation via Multi-objective Preference Optimization D.; Rosenman, M

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:33:24.694468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f99cf77c-1717-4087-b178-cc052b507800 · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:33:24.680159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3a222938-6491-4dc4-8d9b-d47bb9f9f0a5 · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T17:33:24.096808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79b30f6d-4336-4f7d-9b60-304225a786b0 · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T17:33:24.100457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b48c707-b261-4210-a191-499a279d172d · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:33:24.650957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 08adfa70-70e7-4b3f-b3da-a7daa62055e6 · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:33:24.638683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 53892189-ec79-4d70-a829-ee1360a732d4 · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:33:24.626569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b3db36d6-9cf2-4fbd-b39b-eaf92fe921f8 · outbound

This paper cites MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs.

Radiology Report Generation via Multi-objective Preference Optimization MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T17:33:24.115618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aab1dbb6-7091-45c8-8c75-4082e422bd20 · outbound

This paper cites Knowledge is Power.

Radiology Report Generation via Multi-objective Preference Optimization Knowledge is Power

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:33:24.614722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9c7efcfc-4915-4ec2-983a-57aa7fc94ca0 · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:33:24.601523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5be92bd8-0a61-4510-8075-29566827f8d0 · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T17:33:24.126986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa79d326-b95c-4a92-b99e-d370cfacc1ba · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:33:24.581226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e197b4d9-9111-4970-9847-dacfd877bd10 · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:33:24.568082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ba7e07db-fcd6-4f7b-9b68-1021d8c518f3 · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:33:24.556498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9a8d0260-1c76-4689-85a9-c6b0f74f6b0b · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:33:24.544638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c304ebc5-1b99-460e-ab95-ecf9dea4dcc4 · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:33:24.533715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b28b054c-c235-471f-aa30-d6ea648dd5ea · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:33:24.522057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 55030544-95a0-4679-8bd2-6a118767154e · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:33:24.509732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6a17d77d-dac9-4f23-8ac4-946652179bcb · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:33:24.497117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 99f51929-2a2d-4356-9657-bd3bc26a27fe · outbound

This paper cites J.; Marcheret, E.; Mroueh, Y.; Ross, J.; and Goel, V.

Radiology Report Generation via Multi-objective Preference Optimization J.; Marcheret, E.; Mroueh, Y.; Ross, J.; and Goel, V

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T17:33:24.157809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac2bd4f0-3734-4656-b67b-6c9d954dfcd2 · outbound

This paper cites Forward KL Regularized Preference Optimization for Aligning Diffusion Policies.

Radiology Report Generation via Multi-objective Preference Optimization Forward KL Regularized Preference Optimization for Aligning Diffusion Policies

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T17:33:24.161416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b8038e9-6097-417f-8a94-629e681747e6 · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:33:24.477900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3c39e7ec-3a26-435e-ae9a-f4f12a1b3c7f · outbound

This paper cites Y.; and Lungren, M.

Radiology Report Generation via Multi-objective Preference Optimization Y.; and Lungren, M

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:33:24.465579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7e75a7d1-9b0c-48a2-b7d1-9bc31a0e0834 · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:33:24.453099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 77e1d57b-b5d3-4cae-acff-0afa1dc6029d · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T17:33:24.176123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0926b1ea-3632-49e8-8a8c-d60e0146854e · outbound

This paper cites N.; Kaiser, .; and Polosukhin, I.

Radiology Report Generation via Multi-objective Preference Optimization N.; Kaiser, .; and Polosukhin, I

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T17:33:24.179878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6601f179-f1de-4afe-a8ba-1d5bc392fa61 · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:33:24.425698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 26667899-56e6-4f65-bd57-aae8fc61f512 · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:33:24.414223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8bfa21af-b99a-40d5-b2de-8f1441640012 · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T17:33:24.190949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b65f61e-9005-4aa5-9519-110de838b173 · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:33:24.394062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 417951dc-811c-4412-9bd3-dcb9a70c4c00 · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:33:24.381646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8c5d8253-5327-4321-a87f-72184eea9ccd · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T17:33:24.202136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86c18737-9598-4750-ab5c-00f9ac21db79 · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:33:24.361679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d7198738-049e-4bc3-b4a5-84bee79723cd · outbound

This paper cites K.; and Xiao, L.

Radiology Report Generation via Multi-objective Preference Optimization K.; and Xiao, L

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T17:33:24.209656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54a7fbca-1327-4ecc-96b8-db1945cf43f8 · outbound

This paper cites K.; and Xiao, L.

Radiology Report Generation via Multi-objective Preference Optimization K.; and Xiao, L

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:33:24.342403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4c422f61-caac-4c4a-82d1-864b7e6273e2 · outbound

This paper cites an unresolved cited work.

Radiology Report Generation via Multi-objective Preference Optimization Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:33:24.329964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 068f55bf-325f-45c2-a43e-462a706b09c8 · outbound

This paper cites Regularized Conditional Diffusion Model for Multi-Task Preference Alignment.

Radiology Report Generation via Multi-objective Preference Optimization Regularized Conditional Diffusion Model for Multi-Task Preference Alignment

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T17:33:24.220042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da91c43e-a5b1-43b2-8d59-1b4f45a63a3d · outbound

This paper cites Preference Aligned Diffusion Planner for Quadrupedal Locomotion Control.

Radiology Report Generation via Multi-objective Preference Optimization Preference Aligned Diffusion Planner for Quadrupedal Locomotion Control

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T17:33:24.224042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dccf56ab-b5bd-47e1-ac93-6e6a99b2e5c2 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Radiology Report Generation via Multi-objective Preference Optimization , " * write output.state after.block = add.period write newline

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T17:33:24.228082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6afef9a6-b31e-407e-8385-1fc1410e67b3 · outbound

This paper cites write newline.

Radiology Report Generation via Multi-objective Preference Optimization write newline

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-11T17:33:24.232749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 4df57985-8b37-4338-a6fa-3f8df1d15fe7 · inbound

Enhancing Reinforcement Learning for Radiology Report Generation with Evidence-aware Rewards and Self-correcting Preference Learning cites this paper.

Enhancing Reinforcement Learning for Radiology Report Generation with Evidence-aware Rewards and Self-correcting Preference Learning Radiology Report Generation via Multi-objective Preference Optimization

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-10T14:10:28.689361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.