Paper Citation Record · LEDGER

Large Language Model driven Policy Exploration for Recommender Systems

As of 12 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2501.13816.

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

pith.paper-citation-record.v1
2501.13816 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T15:39:56.560467Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

55 of 55 outbound references displayed

verified exact0
verified fuzzy1
unresolved54
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ddd4f88a-fed4-4859-8adf-ed8465080469 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.377711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc18047e-e944-464f-b6c6-a2a5c3df8d3e · outbound

This paper cites When Large Language Models Meet Personalization: Perspectives of Challenges and Opportunities.

Large Language Model driven Policy Exploration for Recommender Systems When Large Language Models Meet Personalization: Perspectives of Challenges and Opportunities

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.385678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5e8cbbc-8ee0-4da0-892b-e47f84c139c2 · outbound

This paper cites Enhancing Job Recommendation through LLM-based Generative Adversarial Networks.

Large Language Model driven Policy Exploration for Recommender Systems Enhancing Job Recommendation through LLM-based Generative Adversarial Networks

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.389467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c31a1c55-d028-4f0e-b542-9243d88e7f5a · outbound

This paper cites Recommender Systems in the Era of Large Language Models (LLMs).

Large Language Model driven Policy Exploration for Recommender Systems Recommender Systems in the Era of Large Language Models (LLMs)

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.393538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 243b7aeb-f28c-4af8-bcaa-7b1b4f332d5c · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:39:57.064000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2f4f4df6-9285-48d1-ad0e-7dd4fb736899 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.400478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c26be55c-6784-45ae-afaf-327fcffa8d10 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.403804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7960eaa9-fd50-4669-9bcc-b86e2c549357 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:39:57.043589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9d0cde3a-e96d-4093-b04b-d5a556b103fd · outbound

This paper cites DeepFM: A Factorization-Machine based Neural Network for CTR Prediction.

Large Language Model driven Policy Exploration for Recommender Systems DeepFM: A Factorization-Machine based Neural Network for CTR Prediction

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.411178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96e45813-815a-423b-be2a-fb1c8ec4b47f · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.414716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 825309fd-8364-41fd-8a22-f6ade2f75842 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.418253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9082970b-9b45-4469-a6e8-74ad263a210c · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.425272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c72a132d-e15f-4fd9-8bb9-b8952823220e · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Large Language Model driven Policy Exploration for Recommender Systems LoRA: Low-Rank Adaptation of Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.428961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa878975-1d4c-48b1-b6f1-1da41207eee9 · outbound

This paper cites Mistral 7B.

Large Language Model driven Policy Exploration for Recommender Systems Mistral 7B

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.432133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a577bdca-726c-4205-8713-35ce30e6abc7 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.435771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0699e183-33a0-4cbc-843e-9c69e76557e6 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.438995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d20b698f-7ce6-4161-8898-abe8c592f43e · outbound

This paper cites Algorithms for multi-armed bandit problems.

Large Language Model driven Policy Exploration for Recommender Systems Algorithms for multi-armed bandit problems

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.442357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8516d8fa-245f-4bb0-bfe7-6e0fe40fce99 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:39:57.009097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4b1a9e61-a5e3-4f8e-805b-b794f7f3282f · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:39:56.999891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e29841ee-c782-48c3-93f9-42fef5097ee0 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:39:56.990853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 79672c17-e769-4de8-bc75-9d9d664bda1b · outbound

This paper cites Continuous control with deep reinforcement learning.

Large Language Model driven Policy Exploration for Recommender Systems Continuous control with deep reinforcement learning

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.457021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44f29681-f563-4cd3-8850-e8524b51eac2 · outbound

This paper cites How Can Recommender Systems Benefit from Large Language Models: A Survey.

Large Language Model driven Policy Exploration for Recommender Systems How Can Recommender Systems Benefit from Large Language Models: A Survey

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.460525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d251bddc-c434-4eb2-9ad6-33b99a90a83e · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.463627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 899887e0-7074-45f9-9232-629aae2f8bf3 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.466873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83e3b931-258f-41fc-9e51-4c4e1cab7665 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.470770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30ff2fd7-6fc9-4d74-aadf-3811ba3b678a · outbound

This paper cites Playing Atari with Deep Reinforcement Learning.

Large Language Model driven Policy Exploration for Recommender Systems Playing Atari with Deep Reinforcement Learning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.473948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e63636e8-49a5-4f05-87c7-999b0f715a69 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.477493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 053c1cd0-8ef5-40d7-99c4-894397321507 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.480543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dc0e864-5411-474d-b7de-1fa145f33b9f · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.483620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0660bdd9-7304-4a5f-a54b-130769167f01 · outbound

This paper cites Recommender Systems with Generative Retrieval.

Large Language Model driven Policy Exploration for Recommender Systems Recommender Systems with Generative Retrieval

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.486604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7404e508-0bdf-43e8-b8b5-abf138c5e064 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:39:56.949191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3318f4c0-d4da-4346-8b2b-1f535c83d0c3 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:39:56.939122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f6cd0ce2-07a0-4562-834c-8d963c899ee8 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:39:56.929367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 949b5e5c-ce28-4ca2-8d61-51d0f81ffa16 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.499420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c810135-1ac7-4402-b0a2-7d790e450093 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:39:56.914086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7063200c-3cf3-415d-9aa5-e127fc4bec21 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:39:56.893572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fdb585ed-f2f4-4f99-abe5-e3e88804849d · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.512426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94cb5b35-0cbe-439c-9791-fd2933eb9ffb · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Large Language Model driven Policy Exploration for Recommender Systems LLaMA: Open and Efficient Foundation Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.515433Z

Source-reported events for the cited work

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Observation b626eff6-39a9-466f-8674-39e4a1b62c33 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:39:56.879177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 908059c4-3160-4bc0-9b03-e46c08a756c2 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:39:56.869509Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a62e6b1d-55a7-41cd-95c6-2fbcd0662b04 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.524981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb779c99-182b-4a17-a8c4-433fe6965011 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:39:56.860436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 33042fc7-e6ff-419e-bd93-5d75d292d550 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.531779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db2b8ed9-e522-493c-b56b-a74bad42d777 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:39:56.844876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5b93e42f-9cb0-41dd-b75e-f10824976975 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:39:56.835654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 15ffc083-148d-4f77-8933-1394ea40f2fd · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:39:56.825940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a68895ad-9132-4ba1-8256-505a6c21bd78 · outbound

This paper cites EasyRL4Rec: An Easy-to-use Library for Reinforcement Learning Based Recommender Systems.

Large Language Model driven Policy Exploration for Recommender Systems EasyRL4Rec: An Easy-to-use Library for Reinforcement Learning Based Recommender Systems

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.544042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bcfcb87-00bb-4f22-8ef7-b5d2a1b55211 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.547589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b11d9f3-d729-42b4-b517-c0839ef2fd23 · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:39:56.810833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a56a0c07-5860-4a3d-9a08-3303947cf54b · outbound

This paper cites A Survey of Large Language Models.

Large Language Model driven Policy Exploration for Recommender Systems A Survey of Large Language Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.553973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fa8b545-4827-4b94-a38f-de1df29a715f · outbound

This paper cites an unresolved cited work.

Large Language Model driven Policy Exploration for Recommender Systems Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.557116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcc6dd6e-c16e-4b37-b5b6-72a353da5420 · outbound

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

Large Language Model driven Policy Exploration for Recommender Systems Session-based Recommendations with Recurrent Neural Networks

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.421654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8c4c230-b066-417c-add9-86e74e661cbe · outbound

This paper cites In Proceedings of the 24th ACM SIGKDD international conference on knowledge discovery & data mining.

Large Language Model driven Policy Exploration for Recommender Systems In Proceedings of the 24th ACM SIGKDD international conference on knowledge discovery & data mining

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.560467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d6dd346-b993-45a5-838d-c8bfc73a7aae · outbound

This paper cites In International Conference on Machine Learning.

Large Language Model driven Policy Exploration for Recommender Systems In International Conference on Machine Learning

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:39:56.904448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9a0e05e7-b678-4919-9a17-8b0baa9835ba · outbound

This paper cites TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation.

Large Language Model driven Policy Exploration for Recommender Systems TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:56.381992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.