Paper Citation Record · LEDGER

POSO: Personalized Cold Start Modules for Large-scale Recommender Systems

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2108.04690.

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

pith.paper-citation-record.v1
2108.04690 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T12:04:29.466193Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T06:09:37.651507Z

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 c2c34589-88b1-4d11-9196-3690e5586164 · inbound

IU4Rec: Interest Unit-Based Product Organization and Recommendation for E-Commerce Platform cites this paper.

IU4Rec: Interest Unit-Based Product Organization and Recommendation for E-Commerce Platform POSO: Personalized Cold Start Modules for Large-scale Recommender Systems

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T12:04:29.466193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb6b042f-257b-4fad-aa13-58ee7a012847 · inbound

Synergizing Implicit and Explicit User Interests: A Multi-Embedding Retrieval Framework at Pinterest cites this paper.

Synergizing Implicit and Explicit User Interests: A Multi-Embedding Retrieval Framework at Pinterest POSO: Personalized Cold Start Modules for Large-scale Recommender Systems

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T21:55:58.620942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1b3f97b-ad95-4c21-86c3-6dfc4e2df59e · inbound

From Head to Tail: Asymmetric Knowledge Transfer in Long-tail Recommendation with Generative Semantic IDs cites this paper.

From Head to Tail: Asymmetric Knowledge Transfer in Long-tail Recommendation with Generative Semantic IDs POSO: Personalized Cold Start Modules for Large-scale Recommender Systems

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-25T03:55:20.384867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e2cf30fd-9622-40e3-90c8-4a36fa799ec1 · inbound

Dual-Attention Convolution Experts for Sparse Tensor Completion cites this paper.

Dual-Attention Convolution Experts for Sparse Tensor Completion POSO: Personalized Cold Start Modules for Large-scale Recommender Systems

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:09:37.653286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.