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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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.744770Z digest=sha256:619bc1a6c64f538a070ba07f166d6f1bdea1bfb8edf858c31e1a9b55cd792af6

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.750462Z digest=sha256:73f18d8b18feaf8f9eacd2f62fd5091058ff184cc3500173c89fb22ffbd91ade

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.754236Z digest=sha256:491aa038b6beb5d16401ff5a5c88f337b196b550d9cf86b796982f5e181c1400

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.757256Z digest=sha256:f824d02c0bb5706613defebb5c6064148cdf9842f6c99280573e7768c619fb13

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.760612Z digest=sha256:a3b4c3b6242cd77718ad80c397953beaa53836a20ecacfdf2294dc4cef358361

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.763954Z digest=sha256:82c7b5bde53d367cbc80ae4ab883dbeca514ce4f54c82def91cf9539989debdd

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.766726Z digest=sha256:06e27edee25cff32af33bb9b53759ba761547efa5e40379b5345a47d19815446

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.769490Z digest=sha256:04bf4b192f1735d50b4429fde73cf1f2e8b78db3314213baa1d4166285bea91f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.771975Z digest=sha256:1929d5dc9ae80bea3a65396ed34e2dee59826762d65f0e7f5707ddce2fb4c023

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.774384Z digest=sha256:33a872ebe3320a8ff05d3d772e5722a9f68e9ac9e0fe56897d53dcf184827992

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.776785Z digest=sha256:a4595ab828577ac2e7921640ace2ffba7ca6ca0a2b31a677b0c8557c4dfbe993

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.779333Z digest=sha256:640b554116df457d5e8035835a853b1eeb5cc581c8acefdbf104fbcbd4f6fc58

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.782431Z digest=sha256:8cefef1e2eb4025a0fe5d5f2cafc7ba918da4779a9b2c564142eb3b8ab51fee8

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.785591Z digest=sha256:0d2b1a1764e8dace3a8411c0be282322149dfa13bc3131640588df36f0b06b9c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.788514Z digest=sha256:0990dc6ecfb7820c0cb336a4ee59be9928002f3e9cf1a36403bb57877c6d6427

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.791387Z digest=sha256:a6ad369573338baeddf2321a97b5dc2ea27d2092b44fcda2c7e7ee10b2408e96

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.794358Z digest=sha256:be56459859c7e7e6974e769e9e952ea431a821aef47cf518f42449118e456df3

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.797221Z digest=sha256:59ef09f8dedf8d1d018834998c2870d77c1a84891e18591e67243992608814bc

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.800121Z digest=sha256:c69d55f18639cff6af56acf4674895472a6a48c3d7c57e4d05872bd0a3575fe7

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.803171Z digest=sha256:2686e3e2ce8a7bfda8b3a30ec205dab3a23fb3ecb145a37fd46cd9daebd6e2e5

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.806894Z digest=sha256:249e235e6c3b5fdbe592dfc3f22a72a786988f3da7fc4901386413e45a003204

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.810077Z digest=sha256:e94bc89a780b7ed8eef871c3c18270c0ebad134f4b2ba4487d8af87b303c879f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.813413Z digest=sha256:87898630eba95b9dc6ada94d884f8c264dce207a53f990f30045c25b611e57ed

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.816763Z digest=sha256:7944ecb524dedbde9ce6b39785b021d996697a8072cabb5e58ee40575b2c393c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.819865Z digest=sha256:3c18d20486de2fc423a7328facc07c70bb20b8396cc197780cf0467793bb2c98

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.823109Z digest=sha256:f4ba6b0eb47991c50cb59239b5133ac8697c196e761aab8e12bd0aac5db6a2ea

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.826212Z digest=sha256:7e6ac437b8eec7979852dd0588fad394aeb2219470963bc3278b9477b7591287

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.829553Z digest=sha256:425ea7f7f01827d29e84b09dd74eaba9ab18af13b312594cbc0fa91c7c622949

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.833296Z digest=sha256:244f5b7180a522c1b5d03acda9377d5fa8332901364f686c55a89be675e987af

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.836646Z digest=sha256:758114f781fd98b3778bf28d95c58825ec612d25439e0991f3fa2b6eb90a8979

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.839913Z digest=sha256:21a174c3ebd13c936a8f9e6a6987ca5c9c0c85bb00ddd434f029faae037e3466

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.843201Z digest=sha256:a2f052579c91b24716b0f95b4751d63af32336cb7e554eceac520486dce981a6

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.846387Z digest=sha256:5783799631a0d838971806ef76a31f70276fbe2eb171ea9bb997c0efc8673d1f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.849602Z digest=sha256:7dbd0c714fbdfbfd8fdb91d968f70ebe536fe41f5f2e809f277c9d240ec2e171

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.852810Z digest=sha256:74678fb252b06e772b8df6288b48827a67132ef435dac0d8cd8ac234141abb94

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.855983Z digest=sha256:94297bd44a5a8d168a867a9d7b261e1a7a58d71dc28f0f884e8a7f1a0813e170

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.859226Z digest=sha256:4525c54627a6f90fe32f385107f5c506a3917aaad8a89804abc9270b2442f7b7

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.862442Z digest=sha256:1363dce091ddbfe33981b4333bfa00a6651c90a5f3823244106a9c438ef6d3d9

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.865734Z digest=sha256:941c43a68113a75f11c82c90e1a5115e05b9044510845df61f165887453701b8

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.869032Z digest=sha256:a3ab4b9e99b521dca800525bac5e207b6125481eddeb742501b0c29b7cfface3

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.871964Z digest=sha256:25b919d83468232b6bdee696cb02b947e7975030db20eae6390cc3ea39786e8b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.875115Z digest=sha256:fb03d92ec7768db16432c1784591c5d1c6af9aa53b4058470bf308059bfa878f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.878095Z digest=sha256:edafb0e9aabfaf56a2abda60e9053689c68f2147de9c176d2e58f930169383b5

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.881465Z digest=sha256:d0e6b4b82b4cf7684543bdae7c1c09d4093946ae7470b77346a8f020f5ca90e7

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T00:44:25.884638Z digest=sha256:a45b9f18a6e25b8c845712dfd612f8cdb14d411209ad21fd55d747956a0988ce

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:d0097da4d470e2a56a91c95193efaaab9905295f311d05523ca60af0d7889f62

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=sha256:0ed1736d61fb2dff22b1eef2f8432c5d15a2c44abcdf231e19a5af46972ec583

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-19T02:20:03.766702Z digest=sha256:c638ca8dc2ff9c7cda9454eb3fac4c2393bb0adefa9715a2fd4b269bf7134cb5

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:a02daac1532daf065f01b953067cd50dea17341b4ca2d720246337f1ae8a8715

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:a5f259f8b3ab1bd757e2555e63d61d951b6e0490b5f9909c2078c5082d1ec5bd

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-05-18T13:34:22.790199Z digest=sha256:38ac0bc293b47ed28fe3bbe04def02e43276da248c172e751986684a6e38e889

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-18T11:54:29.955833Z digest=sha256:51f6708d5b5cbceeddc0379cc7576bc6cce9cb1337f493c5a3523ce012691357

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=sha256:4a02872a1546c85b55b73d5615a9d7aa85f2532f174767f2efb3ef1caadea98c

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=sha256:386db86ce2df9e1428f1dcf79a16d0c948e53e65640ac628ef295f63190bb826

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-13T01:53:26.159310Z digest=sha256:c60626496efad79bf93198669929073dafb7513eb56c98862e8e712bc9caaef6

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-06-26T09:22:47.537137Z digest=sha256:0a9a4a79bd5b99c65f288bd00a1c187d90ca7c533a27b6ec406ea1e2c3fff5eb

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-06-25T19:23:56.452083Z digest=sha256:ae47474ec6e52f1e66e467ea4a8ef78fb7e325607318e9f22235c3932718ea2c

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=sha256:95d6a074b5732fc5797c255f1eed77ccaac94285ddabd9f1c05352a1e65ab46b

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=sha256:4283d8606ad78ae1619ffb73fab81be1fe9b98fa801dca96a44d2610fd5ebb2d