Paper Citation Record · LEDGER

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems

As of 17 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 1 inbound Pith citation observation for arXiv:2508.07613.

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

pith.paper-citation-record.v1
2508.07613 v2

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:02:22.504737Z

measured 38 of 38 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T19:08:34.152264Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

37 of 37 outbound references displayed

verified exact2
verified fuzzy2
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 807ba265-fb7c-4850-b59e-833e072d4652 · outbound

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

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T22:02:22.298644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d0e856c-9b41-40d6-97a7-898efdccf157 · outbound

This paper cites write newline.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T22:02:22.304301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cedb38da-774b-43fc-9433-3ce3d4b08eb3 · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:02:23.319792Z

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.

Observation f20a6d69-971c-409b-8a20-7aeb56ccc610 · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:02:23.296632Z

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.

Observation d63b8a33-3fbe-43b7-9b4e-37de93f9619e · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:02:23.276163Z

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.

Observation 9bae0e85-62df-4fef-a0f4-398c2e5942c5 · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:02:23.256519Z

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.

Observation 541ed094-b70d-49e9-bca5-d17df0714e5c · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:02:23.230323Z

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.

Observation 1d7bc410-a46c-4989-b0e2-e33f25c53dd0 · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T22:02:22.336626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d08ee637-5ffd-47bf-b6c4-7b8c77491427 · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:02:23.182234Z

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.

Observation d32d308b-831e-451f-a9b4-d497c4f9ca63 · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:02:23.161452Z

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.

Observation 4d43aa16-0891-4ec8-b2f7-a76cbf0e957b · outbound

This paper cites An End-to-End Multi-objective Ensemble Ranking Framework for Video Recommendation.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems An End-to-End Multi-objective Ensemble Ranking Framework for Video Recommendation

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-05T22:02:22.632929Z

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.

Observation 8fa7f4c2-ed6d-499d-8f73-0bcc8815f319 · outbound

This paper cites Session-based Recommendations with Recurrent Neural Networks.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Session-based Recommendations with Recurrent Neural Networks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T22:02:22.359385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1968255b-07d4-45e8-b4a8-7eaa6616e518 · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:02:23.140693Z

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.

Observation 28e99ba6-88ca-46fd-b88f-8b16449320d6 · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:02:23.114484Z

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.

Observation 9f0f2669-cf10-46db-aaaf-c1cfb62e1c35 · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:02:23.088335Z

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.

Observation aa3a0ecf-353f-4072-af6f-d3cdd5c45960 · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:02:23.065235Z

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.

Observation c49509e4-5422-485c-aa59-f808d664d83b · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:02:23.046263Z

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.

Observation baaec61a-9c7c-40c1-a247-c6902e431f26 · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:02:23.025207Z

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.

Observation 4fc1ee82-ae01-4b23-ac16-45d10a475600 · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:02:23.003861Z

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.

Observation 87617c76-073c-4bfc-b3ea-7d05790e06bb · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:02:22.983177Z

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.

Observation 7bf0c912-7e14-41e6-b1a3-69f9a1d17097 · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:02:22.965687Z

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.

Observation 417be99f-655f-413b-b99e-6fcc15cb8426 · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:02:22.943461Z

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.

Observation fc586195-0fb9-41af-a70a-412a7022808f · outbound

This paper cites Y.; and Kroese, D.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Y.; and Kroese, D

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:02:22.912733Z

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.

Observation 0e3bb3c1-4b64-4628-b889-88d5b782b5fc · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:02:22.889480Z

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.

Observation 12a29937-f5df-424b-a613-f4767a3ff0a9 · outbound

This paper cites S.; Barto, A.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems S.; Barto, A

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T22:02:22.439557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39ff386b-1486-4f18-86fe-98693663b331 · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:02:22.850044Z

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.

Observation 432d83b4-10d8-41d6-9396-6faee249731a · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:02:22.831251Z

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.

Observation 9faf6c81-4c7d-48ee-a84d-305e52000906 · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:02:22.811044Z

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.

Observation 324cf946-6578-4fcf-b783-5d2146a2da02 · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:02:22.794610Z

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.

Observation 9df2f249-b332-4b36-8d6f-9af66765260b · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:02:22.775622Z

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.

Observation 0627f8dd-8522-4e3a-ab90-5334199b3150 · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T22:02:22.473314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9964f90d-8e6d-4eae-b295-bc47ca9a0350 · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:02:22.744873Z

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.

Observation 86560b5a-0e2f-468c-8037-6b650a414952 · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:02:22.718867Z

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.

Observation 89d2c52b-7455-4b01-badf-cfb2d37a9115 · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:02:22.698130Z

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.

Observation db434cb2-a4d2-42fe-86aa-b44242d0b94c · outbound

This paper cites Embed Progressive Implicit Preference in Unified Space for Deep Collaborative Filtering.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Embed Progressive Implicit Preference in Unified Space for Deep Collaborative Filtering

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-08-05T22:02:22.567828Z

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.

Observation 7f3dfa7b-5e1e-40b0-ae79-ca92013382ce · outbound

This paper cites J.; Xie, X.; and Li, Z.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems J.; Xie, X.; and Li, Z

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:02:22.679499Z

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.

Observation f2183ad3-83dc-4c00-8ac9-a9d1c2a1744b · outbound

This paper cites an unresolved cited work.

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:02:22.657376Z

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.

Pith citing papers

Observation 9c1bc3fa-4585-49e3-8140-7fc31458ee45 · inbound

Uncertainty as Remedy: Mitigating Satisfaction Label Bias in Short Video Multi-Objective Ensemble Ranking cites this paper.

Uncertainty as Remedy: Mitigating Satisfaction Label Bias in Short Video Multi-Objective Ensemble Ranking UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T19:08:34.152264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.