Paper Citation Record · LEDGER

SPRec: Self-Play to Debias LLM-based Recommendation

As of 14 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 1 inbound Pith citation observation for arXiv:2412.09243.

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

pith.paper-citation-record.v1
2412.09243 v3

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T17:17:41.350015Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:59:14.921426Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T19:59:19.212478Z

Reference resolution

49 of 49 outbound references displayed

verified exact0
verified fuzzy3
unresolved46
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d4290fe0-1742-45e2-8e3e-842542fc16c3 · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.966178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5757cdc5-3b47-4b51-9a3b-556c53df4e13 · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.952895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0c4789af-2d08-4abd-893a-a0a87bd06dc3 · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.939661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ceb469bd-76e3-47ab-b782-1224e3f1d606 · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T17:17:41.161785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e52db35-42c9-4c76-9a16-e86569ff5b8e · outbound

This paper cites Agentic Feedback Loop Modeling Improves Recommendation and User Simulation.

SPRec: Self-Play to Debias LLM-based Recommendation Agentic Feedback Loop Modeling Improves Recommendation and User Simulation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T17:17:41.170249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c4a0bae-065f-4b75-bddc-5c6296895bf3 · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.904202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f40f5d8a-374a-4b61-a007-810b9eb92377 · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.891433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 63aba3e3-27d3-45ba-b1a7-8a7ba54b0517 · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T17:17:41.183871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92c3b84f-6e2b-493d-9a72-0042dd38eef2 · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.857673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f5b7e578-7c0b-49db-bdcd-d48f9d058019 · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.844813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ffa194f1-fe7b-4b5d-9c5d-9ddc7befee63 · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.832212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bedb9682-9b83-40ba-a564-101ab3865068 · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T17:17:41.205900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86fa16ed-2e15-4ab5-a3bf-12e71aa91945 · outbound

This paper cites The Llama 3 Herd of Models.

SPRec: Self-Play to Debias LLM-based Recommendation The Llama 3 Herd of Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T17:17:41.214087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2040eab9-30f9-42ad-9471-7d63ba961cee · outbound

This paper cites Towards Analyzing and Understanding the Limitations of DPO: A Theoretical Perspective.

SPRec: Self-Play to Debias LLM-based Recommendation Towards Analyzing and Understanding the Limitations of DPO: A Theoretical Perspective

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T17:17:41.218272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f194f733-6a35-47d2-8b89-d10d6ebab1f2 · outbound

This paper cites In Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD ’24).

SPRec: Self-Play to Debias LLM-based Recommendation In Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD ’24)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:17:41.811429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ef55626e-2c02-4d86-bea4-90f231d92f70 · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.790043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7129be0a-686f-4516-a6af-f453f8d54cae · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.777178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8e92bb64-96f1-4a4d-b10a-88e7710f30b7 · outbound

This paper cites Gallegos, Ryan A.

SPRec: Self-Play to Debias LLM-based Recommendation Gallegos, Ryan A

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T17:17:41.222508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05872a9b-e874-4ba3-ba70-4b3999a8d63d · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.764499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c0ad91b4-3cf9-414a-86eb-10f0b04dc964 · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T17:17:41.243118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88244d3e-b09f-4e53-b264-a2cb07bcec1a · outbound

This paper cites Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System.

SPRec: Self-Play to Debias LLM-based Recommendation Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T17:17:41.234118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92b48f30-b16a-4a1e-a9b7-5738165f1210 · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.730558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5e95e245-5aa5-47a8-8822-dbe64d6938aa · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T17:17:41.255305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0842074a-7081-41de-8f85-1acf634fd31b · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.743463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 503bddb0-2f52-4d8f-9615-7a04fa96211d · outbound

This paper cites RosePO: Aligning LLM-based Recommenders with Human Values.

SPRec: Self-Play to Debias LLM-based Recommendation RosePO: Aligning LLM-based Recommenders with Human Values

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T17:17:41.264202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cdc18c8-82eb-4dc9-a6ad-f2f1c3e52dc0 · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.696257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 55eb99f5-e2f3-47d4-b57b-8370a3e07b85 · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.709333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3d29ae3f-ea1a-4878-bcf3-a2f0c41cccf8 · outbound

This paper cites Entropy Controllable Direct Preference Optimization.

SPRec: Self-Play to Debias LLM-based Recommendation Entropy Controllable Direct Preference Optimization

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T17:17:41.275983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c367d3e6-7c34-4aea-a141-c03abea45b69 · outbound

This paper cites Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive.

SPRec: Self-Play to Debias LLM-based Recommendation Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T17:17:41.280797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5b08ca4-0841-476d-82f1-24c49f71057b · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.683051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 384edc54-071d-4704-b7d8-09ec09d481bd · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T17:17:41.288937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20452ffc-ff78-4c05-aae6-dcb7b5ad8719 · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.648111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d9e77d1e-e44b-410c-9682-ac923a51408e · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.669320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 47a6a544-3f6f-488d-b7ee-f9f74f78884a · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T17:17:41.301024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94b18add-b7f0-402c-9aa4-b20a9a66d49f · outbound

This paper cites Inverse-RLignment: Large Language Model Alignment from Demonstrations through Inverse Reinforcement Learning.

SPRec: Self-Play to Debias LLM-based Recommendation Inverse-RLignment: Large Language Model Alignment from Demonstrations through Inverse Reinforcement Learning

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T17:17:41.304948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3daf439b-44be-4480-a4ea-3ae7fc5a542f · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.635416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e0706ad5-9a5f-497a-819e-b2837ef7a8cd · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.601308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 574363cf-0ab2-4094-8928-71187cb1509d · outbound

This paper cites Towards Next-Generation LLM-based Recommender Systems: A Survey and Beyond.

SPRec: Self-Play to Debias LLM-based Recommendation Towards Next-Generation LLM-based Recommender Systems: A Survey and Beyond

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T17:17:41.317801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72e6bffa-9143-4a62-a7e5-1d4aeb10e78d · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.613393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 66074cff-9072-45dc-acca-8815271f3277 · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.576084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7bf883e5-94e9-4bcd-baa9-f3be993b5c99 · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.562210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0faa094d-2d56-4e3f-b24b-1bfe6567a637 · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.588679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e39de2f9-5734-46a2-9fa0-782eea1f8fa7 · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.536009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a92f2391-5a9f-46bd-b0df-c624a6e5841a · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.523178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 807b8de4-b850-4829-8ceb-72c7b58b35a7 · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.548385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e88f5a1c-0225-418d-abab-08ef40ae8fad · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.497504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 30cd69aa-7a7f-47f0-a9a7-47c86c26be0f · outbound

This paper cites an unresolved cited work.

SPRec: Self-Play to Debias LLM-based Recommendation Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:17:41.510447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 24685ff4-4821-4601-9a1a-a81feabd50c8 · outbound

This paper cites ACM Trans.

SPRec: Self-Play to Debias LLM-based Recommendation ACM Trans

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:17:41.870526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 744d11aa-13ab-45c9-98c1-f8fa760bf186 · outbound

This paper cites EMNLP (2024).

SPRec: Self-Play to Debias LLM-based Recommendation EMNLP (2024)

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:17:41.918326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation e288a0d1-11fa-44e4-9345-d81a44d3acbf · inbound

BiFair: A Fairness-aware Training Framework for LLM-enhanced Recommender Systems via Bi-level Optimization cites this paper.

BiFair: A Fairness-aware Training Framework for LLM-enhanced Recommender Systems via Bi-level Optimization SPRec: Self-Play to Debias LLM-based Recommendation

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:59:19.285261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.