Paper Citation Record · LEDGER

TransAct: Transformer-based Realtime User Action Model for Recommendation at Pinterest

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2306.00248.

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

pith.paper-citation-record.v1
2306.00248 v1

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 2026-08-15T06:32:42.880941+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:59:54.139646Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T22:56:55.866479Z

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 c97efc7b-d2bf-4b55-90b7-f8b6416e67c0 · inbound

Improving feature interactions at Pinterest under industry constraints cites this paper.

Improving feature interactions at Pinterest under industry constraints TransAct: Transformer-based Realtime User Action Model for Recommendation at Pinterest

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T23:59:54.139646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 005104c0-6a0b-4d8e-8953-6b7ab086b71f · inbound

A Contextual-Aware Position Encoding for Sequential Recommendation cites this paper.

A Contextual-Aware Position Encoding for Sequential Recommendation TransAct: Transformer-based Realtime User Action Model for Recommendation at Pinterest

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-07T22:56:55.873322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f68ee513-ad92-4851-907f-8b7aa41df401 · inbound

Session-Level Optimization for Large-Scale Retrieval using REINFORCE with Multi-Step Off-Policy Correction cites this paper.

Session-Level Optimization for Large-Scale Retrieval using REINFORCE with Multi-Step Off-Policy Correction TransAct: Transformer-based Realtime User Action Model for Recommendation at Pinterest

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-12T06:51:24.908954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76b6ed7f-d84b-41a5-b8b5-b5942b03afbb · inbound

Session-Level Optimization for Large-Scale Retrieval using REINFORCE with Multi-Step Off-Policy Correction cites this paper.

Session-Level Optimization for Large-Scale Retrieval using REINFORCE with Multi-Step Off-Policy Correction TransAct: Transformer-based Realtime User Action Model for Recommendation at Pinterest

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T08:59:06.763310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.