Paper Citation Record · LEDGER

Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2402.18590.

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

pith.paper-citation-record.v1
2402.18590 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:07:44.725455Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T16:07:08.461207Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 7a0eb9bd-5df5-43ee-b638-64d23771266a · inbound

LIBER: Lifelong User Behavior Modeling Based on Large Language Models cites this paper.

LIBER: Lifelong User Behavior Modeling Based on Large Language Models Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-12T15:03:43.844216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3752844-982a-4f60-a00c-55571775f6e4 · inbound

Large Language Model Enhanced Recommender Systems: A Survey cites this paper.

Large Language Model Enhanced Recommender Systems: A Survey Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-11T13:11:48.737333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52f62b02-77e8-4dac-8709-387391d9b323 · inbound

Contextualizing Spotify's Audiobook List Recommendations with Descriptive Shelves cites this paper.

Contextualizing Spotify's Audiobook List Recommendations with Descriptive Shelves Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T12:07:44.725455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06540e88-7c56-4d32-8711-75886c00b27d · inbound

Multi-Objective Recommendation in the Era of Generative AI: A Survey of Recent Progress and Future Prospects cites this paper.

Multi-Objective Recommendation in the Era of Generative AI: A Survey of Recent Progress and Future Prospects Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T19:20:29.369328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cff07c9-a854-443d-a236-6fe1e021dfbb · inbound

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models cites this paper.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T15:03:57.219404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d08dfef0-1b27-4b2a-8ed7-e9e52c736387 · inbound

PERCEIVE: A Benchmark for Personalized Emotion and Communication Behavior Understanding on Social Media cites this paper.

PERCEIVE: A Benchmark for Personalized Emotion and Communication Behavior Understanding on Social Media Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:58:02.908693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation eb64c481-68f5-4441-8a68-9f9dfc77ef46 · inbound

LLM Retrieval for Stable and Predictable Ad Recommendations cites this paper.

LLM Retrieval for Stable and Predictable Ad Recommendations Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-22T04:51:05.881702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 13c86491-5039-430f-9e2f-072522c44f77 · inbound

Mind the Gap: Bridging Behavioral Silos with LLMs in Multi-Vertical Recommendations cites this paper.

Mind the Gap: Bridging Behavioral Silos with LLMs in Multi-Vertical Recommendations Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:07:08.462785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.