Paper Citation Record · LEDGER

MACRec: a Multi-Agent Collaboration Framework for Recommendation

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2402.15235.

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

pith.paper-citation-record.v1
2402.15235 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:07:58.876920Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T13:32:19.341071Z

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 b1c50d88-8224-4555-9abc-7ec109ddeef6 · inbound

A Survey on LLM-based News Recommender Systems cites this paper.

A Survey on LLM-based News Recommender Systems MACRec: a Multi-Agent Collaboration Framework for Recommendation

Reference 102

Resolution: unresolved; no resolver link, observed 2026-08-07T20:29:26.773891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b15168a-a60d-4115-9d7f-a6a2e2b76bad · inbound

A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms cites this paper.

A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms MACRec: a Multi-Agent Collaboration Framework for Recommendation

Reference 167

Resolution: unresolved; no resolver link, observed 2026-08-16T11:07:58.876920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7859a6e-b2a8-4f31-873e-957a544d09d1 · inbound

CARTS: Collaborative Agents for Recommendation Textual Summarization cites this paper.

CARTS: Collaborative Agents for Recommendation Textual Summarization MACRec: a Multi-Agent Collaboration Framework for Recommendation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T19:07:45.748566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca52caf9-3dd1-4a21-a5d7-89deab277222 · inbound

MATRAG: Multi-Agent Transparent Retrieval-Augmented Generation for Explainable Recommendations cites this paper.

MATRAG: Multi-Agent Transparent Retrieval-Augmented Generation for Explainable Recommendations MACRec: a Multi-Agent Collaboration Framework for Recommendation

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-16T06:10:40.833875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2567df72-77ee-4d3c-934c-8931cd868517 · inbound

Agentic Recommender System with Hierarchical Belief-State Memory cites this paper.

Agentic Recommender System with Hierarchical Belief-State Memory MACRec: a Multi-Agent Collaboration Framework for Recommendation

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:23:31.904521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e93eef5d-4e51-447f-bea1-73cdd03bf9b2 · inbound

Agentic Recommender System with Hierarchical Belief-State Memory cites this paper.

Agentic Recommender System with Hierarchical Belief-State Memory MACRec: a Multi-Agent Collaboration Framework for Recommendation

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-19T13:32:19.343231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.