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Paper Citation Record · LEDGER

Diverse Preference Optimization

As of 17 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 14 inbound Pith citation observations for arXiv:2501.18101.

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

pith.paper-citation-record.v1
2501.18101 v4

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T00:44:25.884638Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 14 of 14 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:18:40.097323Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T21:00:08.369769Z

Reference resolution

45 of 45 outbound references displayed

  • verified exact0
  • verified fuzzy9
  • unresolved35
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation be5a2a76-2546-4db5-b215-1b1bc6d86291 · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.396868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.744770Z digest=sha256:168925a6bdd28a015c7ff4972d6c01605f3461f6764f99a2d22bbe0018114f88

Observation 659b14e1-3e39-4c77-be8c-041ecf05cde2 · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.388907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.750462Z digest=sha256:81f6e0788aa3c08728165b000f92c024b7d586efb10e55e076c4f2b38161788c

Observation 2a5d65f5-f270-478b-973c-96e8bc81e9ce · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.381225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.754236Z digest=sha256:773edcb8dbee53736ad887ff35b2d0fb426b782f4b285e0c30a35aa919b0de8e

Observation ef682529-f909-4460-ab55-f4534d2e849d · outbound

This paper cites Use diversity criterion to find least diverse from the rejected set: yr = argminyi∈Y xr D(yi, Yx r ).

Diverse Preference Optimization Use diversity criterion to find least diverse from the rejected set: yr = argminyi∈Y xr D(yi, Yx r )

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T00:44:26.374037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.757256Z digest=sha256:c218c20d7bee93f6154da043ae1617e9f1db91449612af9bb82571184f378b0c

Observation ea5a27cd-6c1e-4189-921f-0bdac79d033a · outbound

This paper cites {title}”. Your story must include the following elements: “{keywords}.

Diverse Preference Optimization {title}”. Your story must include the following elements: “{keywords}

Reference 5

Resolution
malformed identifier
raw_fallback, observed 2026-08-10T00:44:26.365769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.760612Z digest=sha256:94f6fd7552dd1c30a64e872c756db86c66573586247df7c90798d11c9c694ece

Observation 585ee8a3-b46d-4615-b5ab-39fcd25599b2 · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.357121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.763954Z digest=sha256:2b3903a7accebb71667a79edabd5373e2777301181e5f1bfcc4d2ff968bd29d4

Observation 6161f871-7a4a-4656-b7b0-bf3aba2ec1ac · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.349180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.766726Z digest=sha256:5c1a262718bb3578a2a76b5c6449a2cef937b744a52c7049267a7815765d3d60

Observation d49170f3-8000-44e7-baeb-f9a2737c072f · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.340762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.769490Z digest=sha256:4e87439c8d254aa66cf737ad3c91095c535bb9b8c75b5615e54cb3d60f309101

Observation 84c29d9d-f3eb-4cce-9114-be1fd16f6be4 · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.332152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.771975Z digest=sha256:e3b1668949b9854d29de565e1119f9fdba78d5763fcb22d8c56dcb8e5d3a2a2e

Observation 403ea23f-7418-4a03-9590-2069fa255acc · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.323646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.774384Z digest=sha256:b82042f5d7a01dc468582081bca8ba99ca1442e1567b766e6c7c18c83e33783c

Observation 17579ac5-6389-4793-8723-02d433c0d362 · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.315028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.776785Z digest=sha256:fb22cf7e29320786c66abf784d24d815c72f97e44d06881649d0645f803934d2

Observation aae97ec6-7e0f-41e4-9f26-214852b76a46 · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.306749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.779333Z digest=sha256:801c16492ac749c67a6539bc0927453f39bf8b5f89015d61376faba3d1f92a3d

Observation d6dbabe1-47fb-4d3d-881b-f00d255ad1c5 · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.298207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.782431Z digest=sha256:00f3f63bf5b44562a339d551c46736b8263d958b93efcc20911ed1e64db3fcf0

Observation e0c39cb8-a2fe-42fc-880c-7a747ca80647 · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.289939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.785591Z digest=sha256:c60ac920a9d1c235325d4ac69a2d7a31833009be4174dbedcddd7a03f1bb3290

Observation 6feac87f-4195-4067-8ebf-c8ec2840f29a · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.282056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.788514Z digest=sha256:f3d41d948e8591fa0eda4bf4976c6f2168c1ca8b3d987bdd45bdb521256d52fc

Observation a03d548d-ac13-4743-85f4-344746b97d51 · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.274084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.791387Z digest=sha256:3bf421b36179f2cac4fa5f03024e2fa230ce2985bdb6e174eb3da5ba7e1c6940

Observation fca927e9-d76b-47e9-84b7-7da466a84e2c · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.266354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.794358Z digest=sha256:1f7dfa605ec1964a23ac334ca9cb1ff5359bec705b0a46de513baaa1201e8f94

Observation 061c0d83-53c2-44fd-9301-2ebaee28ae91 · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.259268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.797221Z digest=sha256:2b0fd83f1623e6b1eb1f4141c3f2acdb394bd8415c1479471187313a4e279e35

Observation 5d10943e-e30c-4d4f-9bd9-fa5486e5a2e3 · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.251785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.800121Z digest=sha256:0d9a21fec95f4562faa6dc34134d531a584b58670ba5fe26eb6cfadb5edc46d4

Observation 2814364f-7130-4e8e-9d80-9d5e7d0a5ed4 · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.243694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.803171Z digest=sha256:7ced6d0418833ed552fce64bc42c55f26ba442fb78222f84e6f6ecb95d29bfb1

Observation 6dcbf19c-0f95-4f8e-9628-25d2f0514afb · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.235116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.806894Z digest=sha256:abc4b986ddd5bf498329ba3326391c6170786783b4409e644cff329dbf2b5271

Observation 96f5e1f3-78f3-49f3-bd37-561ce711eaa4 · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.225958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.810077Z digest=sha256:f609c0eb4f992c687264a05a0d47c968706ff7671e3a6b87f73890ee7a3a56e9

Observation 26211a23-9724-4920-acd6-ff354c4b4033 · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.216947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.813413Z digest=sha256:31635ddc55568b744e87761a510d34998ce960ef1cd957555a3dd5b324b91852

Observation 09610c19-f11c-4ac2-9eff-89d86d84ce17 · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.207564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.816763Z digest=sha256:04dbf00a920de865baf540aca7b1387380d464cdf88e931433a3d03673c2ff2c

Observation 74bc66a7-eea4-4ca9-90dd-ba89cd1c04b5 · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.198590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.819865Z digest=sha256:2b720221e062845dbce9692dc3cd0f246df5b37b6596d1749c4039dd3e1e1518

Observation 4aced31a-4a99-4918-b901-949f657a0e69 · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.189922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.823109Z digest=sha256:f4eed0a1d8bb64675835223ee4334a50b3ffe0134ade9e905ec238b4e3c0d6d6

Observation 6833ae18-e59e-4789-92ab-0a428a73f17f · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.180807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.826212Z digest=sha256:a7717e3b99d55b7f02cf942a180835405b290a9547cdfca8dfa36d4ff7eebfef

Observation 8d2afbab-a297-41cc-b15f-5e5c74c0a3ed · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.171946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.829553Z digest=sha256:861ccf1789207755c2f00de3814ac072f4e51708a7400af974cdc5fb4c277a8e

Observation b8b33cb5-eca6-43c2-938e-0d6f8ef2236f · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.163436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.833296Z digest=sha256:2dce536302705b3537f5c77f4b08ab7f642f61137e3c445f059a8754b8edf872

Observation c6e1fa39-d902-453b-8750-2ac315dafaf9 · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.154456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.836646Z digest=sha256:2a646473779f96c292b95666c2ab1e4184a482b8fae55c62751ea9307bf93529

Observation 3efc9c85-0a96-459b-9ec8-c9fff4f6cf2f · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.145417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.839913Z digest=sha256:0a13f2b485cc5bebf4a36e0a6e1db607297cb61cc98de9ebda2692f6756cb40e

Observation b2bd89ee-3845-4d70-a10a-2e25862fca5e · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.033513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.843201Z digest=sha256:d2ead987c224cea1196cb66144b28f6d02422f1480f7ea177221f1732b0e1ed6

Observation c89f837e-4b84-4994-a96b-144b6463aeba · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.025590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.846387Z digest=sha256:ec9be8b2465c5cdccd17195fb196de9316822ea8dbe4f5963f9dbafc47473168

Observation f8c7f192-af09-484c-aa28-f80993d900ab · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.016631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.849602Z digest=sha256:b1eeff9f2f9f373a3ea7f4956fdb86e1740afcbc84f98ffc86e30746d5e70fe1

Observation b69d731c-32e1-458d-a399-df80f96ce2c5 · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:26.007367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.852810Z digest=sha256:63a54f5f374d6a79cc67bf209fe6fa4fc8cd1e73b6250fe8d6bbc25589757350

Observation e59afb79-f423-4e95-b732-addb87b5bd72 · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:25.998563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.855983Z digest=sha256:b1a4a59a16c4df077866fc0899d80733cfa5c6e1135b471a7758c65bdcd434a9

Observation d9957b1b-30d7-4e26-992d-407d452f1d3e · outbound

This paper cites The City of Lost Sounds.

Diverse Preference Optimization The City of Lost Sounds

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T00:44:25.989827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.859226Z digest=sha256:4a436932de5348b14adac981ec905b9f54d69f8932b79ea5f7bacb9add299575

Observation 2395587e-7e44-4d57-92ef-00d142f4a22a · outbound

This paper cites Echoes of forgotten symphonies lingered in abandoned alleys, their haunting strains blending with the whispers of long-forgotten secrets on the wind.

Diverse Preference Optimization Echoes of forgotten symphonies lingered in abandoned alleys, their haunting strains blending with the whispers of long-forgotten secrets on the wind

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T00:44:25.980622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.862442Z digest=sha256:ab8327d4342dd27bec58b0abc264d297328d0d1f7c64f0145c9a2db58b1de6d9

Observation 61a37327-301d-4a13-882c-a8fb1a90d59a · outbound

This paper cites Murmurs of distant laughter and forgotten gossip swirled through the crowded alleys, but the city's inhabitants had grown accustomed to tuning them out.

Diverse Preference Optimization Murmurs of distant laughter and forgotten gossip swirled through the crowded alleys, but the city's inhabitants had grown accustomed to tuning them out

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T00:44:25.971235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.865734Z digest=sha256:2962a8d48aa4811b6c0fca3e0a8e05ee46faf8fd96921dd4884f73a4edc223bf

Observation e84a0d3f-d64e-4b81-9959-6d6fb8385285 · outbound

This paper cites The City of Lost Sounds.

Diverse Preference Optimization The City of Lost Sounds

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T00:44:25.960141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.869032Z digest=sha256:72a94668e34e5a2d57023c1a0f26bcd8f8081b65ebe86186a11aee85a4bc3f71

Observation 157b262a-c005-469d-b5b8-460cf7601fd1 · outbound

This paper cites Whispers of forgotten songs lingered in the alleys, where rainwater had warped the pavement into twisted, melodic ridges.

Diverse Preference Optimization Whispers of forgotten songs lingered in the alleys, where rainwater had warped the pavement into twisted, melodic ridges

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T00:44:25.950561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.871964Z digest=sha256:ad3120a2cb5551232715d6b3b22d111e1b232695c0144ea30af89863fbef5a29

Observation 76506f6a-2e1e-4bce-bbfc-ad2bb1c77d3a · outbound

This paper cites Amidst the cacophony of car horns, chatter, and construction, a faint echoicism resonated through the streets, as if the city's own heartbeat was trying to be heard above the din.

Diverse Preference Optimization Amidst the cacophony of car horns, chatter, and construction, a faint echoicism resonated through the streets, as if the city's own heartbeat was trying to be heard above the din

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T00:44:25.940872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.875115Z digest=sha256:713cc0801e5447657d7d073f14f39cfbadcdc8d11920e9792f69ab40a83974e3

Observation 63d771f3-4b7a-4d58-9e4e-4ee908653658 · outbound

This paper cites Here, the adherents of Echoism believed that every whispered secret, every muttered complaint, and every lingering note of music was trapped in the city's earthen heartbeat.

Diverse Preference Optimization Here, the adherents of Echoism believed that every whispered secret, every muttered complaint, and every lingering note of music was trapped in the city's earthen heartbeat

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T00:44:25.932185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.878095Z digest=sha256:97694cdc269972cce5773e244cac9cdbfde4b08a31a395e6cef1e0ad9481fb44

Observation 420690f3-5da9-4aed-9765-7ea0c47a3f89 · outbound

This paper cites Amorphous echoes of chirping birds, like the ephemeral tweets of the Chimarera, danced on the edges of perception.

Diverse Preference Optimization Amorphous echoes of chirping birds, like the ephemeral tweets of the Chimarera, danced on the edges of perception

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T00:44:25.923407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.881465Z digest=sha256:07235c4933d4c68f938001f8ffbc8ce6c3df67be3849cb085dd393475f459136

Observation 3f14f4d6-33d4-416f-9a3f-7fe32cd7472a · outbound

This paper cites an unresolved cited work.

Diverse Preference Optimization Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-10T00:44:25.913670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T00:44:25.884638Z digest=sha256:a881173d9a1f1641e047f2829dd19f9d41f29123fd31b0edc1b84bd76b4362cd

Pith citing papers

Observation 99edc449-12fa-4e1d-9084-e2a3c0e2577d · inbound

Inducing Robustness in a 2 Dimensional Direct Preference Optimization Paradigm cites this paper.

Inducing Robustness in a 2 Dimensional Direct Preference Optimization Paradigm Diverse Preference Optimization

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-16T04:18:40.097323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:18:40.097323Z digest=sha256:b852276e4ef243962a72f79c5e06683313aeb8af47bc49bf47a2b76905295e7e

Observation 48edcdc0-23e1-4734-9911-71ea23d77c91 · inbound

Domain Regeneration: How well do LLMs match syntactic properties of text domains? cites this paper.

Domain Regeneration: How well do LLMs match syntactic properties of text domains? Diverse Preference Optimization

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-15T22:12:22.011320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T22:12:22.011320Z digest=sha256:93fb2448032deb920a7d009a4aee454498b5ea379bafaa9859194640203df83b

Observation 97b1a118-1f14-4a60-b5d9-407b9a09b9d7 · inbound

Culinary Crossroads: A RAG Framework for Enhancing Diversity in Cross-Cultural Recipe Adaptation cites this paper.

Culinary Crossroads: A RAG Framework for Enhancing Diversity in Cross-Cultural Recipe Adaptation Diverse Preference Optimization

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-19T02:21:59.215087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T02:20:03.766702Z digest=sha256:6fbfb9aa1d63f657963062bf20bb9a0e3efeee8d57360ddaacc549f0cef0b347

Observation 8b83f706-b805-4cad-9357-506fc9a9a37f · inbound

Temporal Self-Rewarding Language Models: Decoupling Chosen-Rejected via Past-Future cites this paper.

Temporal Self-Rewarding Language Models: Decoupling Chosen-Rejected via Past-Future Diverse Preference Optimization

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-05T23:06:49.610348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:06:49.610348Z digest=sha256:946ab0b536ce93e7161760cdd4a0e4e985c68621f7845204a213314f0bbe9dbd

Observation 8590e1fa-3675-4041-bd44-43f2f9dd1d6e · inbound

Outcome-based Exploration for LLM Reasoning cites this paper.

Outcome-based Exploration for LLM Reasoning Diverse Preference Optimization

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-04T22:59:14.512402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:59:14.512402Z digest=sha256:00695458035eb95b058fc7b923fe9cd737758b741d70dbb19668390fe559bc63

Observation 9aead8eb-a4b4-445d-be51-2f67f267fae6 · inbound

Task-Dependent Evaluation of LLM Output Homogenization: A Taxonomy-Guided Framework cites this paper.

Task-Dependent Evaluation of LLM Output Homogenization: A Taxonomy-Guided Framework Diverse Preference Optimization

Reference 15

Resolution
metadata mismatch
arxiv_id, observed 2026-05-18T13:36:25.031408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-05-18T13:34:22.790199Z digest=sha256:95dab452b7553882bcb3230b2d0dd8dbc72cd70bdb45c13e80af0cde9fefde13

Observation 1bdbf20f-7ede-4e7f-b3ea-34698fa88b5a · inbound

Polychromic Objectives for Reinforcement Learning cites this paper.

Polychromic Objectives for Reinforcement Learning Diverse Preference Optimization

Reference 19

Resolution
metadata mismatch
arxiv_id, observed 2026-05-18T11:56:19.999530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-18T11:54:29.955833Z digest=sha256:09633a14681205627aa506058ea2e78e09dc6fd13bf47378a9f197eac2c2dff3

Observation 196d27bc-b522-4d0f-92b2-79ce5f46be03 · inbound

Representation-Based Exploration for Language Models: From Test-Time to Post-Training cites this paper.

Representation-Based Exploration for Language Models: From Test-Time to Post-Training Diverse Preference Optimization

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-04T10:09:02.661430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T10:09:02.661430Z digest=sha256:fae345c8137dda08fb52fef4ed565e74a0a455891fedaa18af0cdcf3cc5060f1

Observation 5860c44c-c0b3-4885-bd08-0a9d9dc6c7d8 · inbound

Quality-constrained Entropy Maximization Policy Optimization for LLM Diversity cites this paper.

Quality-constrained Entropy Maximization Policy Optimization for LLM Diversity Diverse Preference Optimization

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-03T01:05:26.232865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T01:05:26.232865Z digest=sha256:9dc7c27a6a62192640654a43a1332e3cb028106b06302ea44a4708ef556f3a12

Observation 9682c94f-ea1e-4929-884b-7b748bab8507 · inbound

Unlocking LLM Creativity in Science through Analogical Reasoning cites this paper.

Unlocking LLM Creativity in Science through Analogical Reasoning Diverse Preference Optimization

Reference 26

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T01:57:05.561943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-13T01:53:26.159310Z digest=sha256:7bdb87862cfd6ad93497d6054dd19c0e4083e228b0b151ecfac8d4c2b2fc6f5f

Observation fe17005b-85b7-4dd6-9eac-40e6530c667c · inbound

Data Selection Through Iterative Self-Filtering for Vision-Language Settings cites this paper.

Data Selection Through Iterative Self-Filtering for Vision-Language Settings Diverse Preference Optimization

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-07-04T09:49:44.899849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-06-26T09:22:47.537137Z digest=sha256:58f7482372f0474b422d752bf3099d4150494969d8896028b4b7bbd47970a6f6

Observation 41a39f6e-b24e-4fe0-948b-2889a6d7912a · inbound

On-Policy Self-Distillation with Sampled Demonstrations Reduces Output Diversity cites this paper.

On-Policy Self-Distillation with Sampled Demonstrations Reduces Output Diversity Diverse Preference Optimization

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-07-04T21:00:08.372659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-06-25T19:23:56.452083Z digest=sha256:7b546a9e702d6d3f024ad5dff5f520fb1c1bb391de8b8517460514b8a974f9ba

Observation 528aa187-fe3e-4d54-aa2f-e70ff0a3dd25 · inbound

More Is Not More: What Matters for Diversity in LLM Opinions? cites this paper.

More Is Not More: What Matters for Diversity in LLM Opinions? Diverse Preference Optimization

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-02T14:33:34.149871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T14:33:34.149871Z digest=sha256:30c8a149868e2b6944ee2ecbb574eabcd36ac4929e84eefb3ea2141c60582dbc

Observation de4db8e7-7822-47ee-8824-06d1e449ac9b · inbound

CreativeInstruct: Scalably Teaching LLMs to Balance Quality, Creativity, and Diversity cites this paper.

CreativeInstruct: Scalably Teaching LLMs to Balance Quality, Creativity, and Diversity Diverse Preference Optimization

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-10T04:21:41.827477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:21:41.827477Z digest=sha256:e261a224e55038af7fbedee40d41477ac598310ae44c8a81a9fe4fe1a6a4f7d4