Paper Citation Record · LEDGER

LLM-Derived Priors for Thompson Sampling in Cold-Start Comment Recommendation

As of 7 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2608.03382.

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

pith.paper-citation-record.v1
2608.03382 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:03:03.622117Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

22 of 22 outbound references displayed

verified exact1
verified fuzzy1
unresolved18
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7f56d2b6-1651-418e-9feb-51401612c704 · outbound

This paper cites The Unfairness of Popularity Bias in Recommendation.

LLM-Derived Priors for Thompson Sampling in Cold-Start Comment Recommendation The Unfairness of Popularity Bias in Recommendation

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T20:03:01.570704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f8d6565-6a6c-4d3e-a5a7-965a3e3822b0 · outbound

This paper cites Alamdari, Yanshuai Cao, and Kevin H.

LLM-Derived Priors for Thompson Sampling in Cold-Start Comment Recommendation Alamdari, Yanshuai Cao, and Kevin H

Reference 2

Resolution: verified exact; doi, observed 2026-08-05T20:03:04.009422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 22fbb861-d91d-4c16-81b6-1206b5f8d514 · outbound

This paper cites an unresolved cited work.

LLM-Derived Priors for Thompson Sampling in Cold-Start Comment Recommendation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:03:05.234942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0f71b103-07fa-4e9d-9c2e-2ce297295b74 · outbound

This paper cites Schapire.

LLM-Derived Priors for Thompson Sampling in Cold-Start Comment Recommendation Schapire

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:03:05.109195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e0d6c267-b4ed-4640-8138-9724888a20a9 · outbound

This paper cites an unresolved cited work.

LLM-Derived Priors for Thompson Sampling in Cold-Start Comment Recommendation Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T20:03:02.071559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdfd09a4-6654-4ba2-aaa4-6bb182840e01 · outbound

This paper cites Large Language Models are Zero-Shot Rankers for Recommender Systems.

LLM-Derived Priors for Thompson Sampling in Cold-Start Comment Recommendation Large Language Models are Zero-Shot Rankers for Recommender Systems

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T20:03:02.214621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 368d96e3-89de-49cf-b2a2-05b9e66fb2ea · outbound

This paper cites an unresolved cited work.

LLM-Derived Priors for Thompson Sampling in Cold-Start Comment Recommendation Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T20:03:02.334052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efde8de2-9502-42b5-bb10-08035da2b17b · outbound

This paper cites an unresolved cited work.

LLM-Derived Priors for Thompson Sampling in Cold-Start Comment Recommendation Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T20:03:02.532361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adbbe7cf-9e72-4975-b897-d658d6438c46 · outbound

This paper cites an unresolved cited work.

LLM-Derived Priors for Thompson Sampling in Cold-Start Comment Recommendation Unresolved cited work

Reference 9

Resolution: malformed identifier; doi_truncated, observed 2026-08-05T20:03:03.810359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b506330b-6b8e-40af-9655-cfc4612b29ef · outbound

This paper cites an unresolved cited work.

LLM-Derived Priors for Thompson Sampling in Cold-Start Comment Recommendation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:03:04.847581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6697d99d-544c-44a7-826f-b21774265b84 · outbound

This paper cites 2020.Bandit Algorithms.

LLM-Derived Priors for Thompson Sampling in Cold-Start Comment Recommendation 2020.Bandit Algorithms

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T20:03:02.838576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fecb8b8a-2ac4-4f10-a092-3ce27466a9e6 · outbound

This paper cites Schapire.

LLM-Derived Priors for Thompson Sampling in Cold-Start Comment Recommendation Schapire

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T20:03:02.934225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e5a28be-71bb-43fe-9e57-44063f91f571 · outbound

This paper cites McAuley and Jure Leskovec.

LLM-Derived Priors for Thompson Sampling in Cold-Start Comment Recommendation McAuley and Jure Leskovec

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T20:03:03.007562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42f16d76-e1d5-432c-8944-7a34058ce4ea · outbound

This paper cites an unresolved cited work.

LLM-Derived Priors for Thompson Sampling in Cold-Start Comment Recommendation Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T20:03:03.097515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9b91cf2-6ebf-4c6b-91a4-fe20ce2bb0fc · outbound

This paper cites Russo, Benjamin Van Roy, Abbas Kazerouni, Ian Osband, and Zheng Wen.

LLM-Derived Priors for Thompson Sampling in Cold-Start Comment Recommendation Russo, Benjamin Van Roy, Abbas Kazerouni, Ian Osband, and Zheng Wen

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T20:03:03.169664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c98c71a0-fabc-476c-85d5-7bcad6254faf · outbound

This paper cites an unresolved cited work.

LLM-Derived Priors for Thompson Sampling in Cold-Start Comment Recommendation Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T20:03:03.253621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f11eb61-05af-47e0-bb17-0e4c9ed6a89f · outbound

This paper cites an unresolved cited work.

LLM-Derived Priors for Thompson Sampling in Cold-Start Comment Recommendation Unresolved cited work

Reference 17

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T20:03:04.347990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1de23604-33a5-46b1-8e9f-4d62d6bb1c3e · outbound

This paper cites an unresolved cited work.

LLM-Derived Priors for Thompson Sampling in Cold-Start Comment Recommendation Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T20:03:03.474819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef29002b-be91-40d9-840b-9e747468b17d · outbound

This paper cites an unresolved cited work.

LLM-Derived Priors for Thompson Sampling in Cold-Start Comment Recommendation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T20:03:03.622117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c88b61f9-6a7f-4928-ad42-1d057c09a653 · outbound

This paper cites an unresolved cited work.

LLM-Derived Priors for Thompson Sampling in Cold-Start Comment Recommendation Unresolved cited work

Reference 214

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:03:04.962517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b75e4b03-ec05-4f81-bddc-08dd44899dd7 · outbound

This paper cites InProceed- ings of the 28th Annual International ACM SIGIR Conference on Research and De- velopment in Information Retrieval (SIGIR).

LLM-Derived Priors for Thompson Sampling in Cold-Start Comment Recommendation InProceed- ings of the 28th Annual International ACM SIGIR Conference on Research and De- velopment in Information Retrieval (SIGIR)

Reference 2005

Resolution: unresolved; no resolver link, observed 2026-08-05T20:03:02.461154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 056f1ebf-7736-4f1f-89c4-939378ffaaf8 · outbound

This paper cites A Survey on Large Language Models for Recommendation.

LLM-Derived Priors for Thompson Sampling in Cold-Start Comment Recommendation A Survey on Large Language Models for Recommendation

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-05T20:03:03.559299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.