Pith. sign in

Paper Citation Record · LEDGER

Generator and Critic: A Deep Reinforcement Learning Approach for Slate Re-ranking in E-commerce

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2005.12206.

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

pith.paper-citation-record.v1
2005.12206 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T16:28:16.774352Z

measured 0 of 1 external citation measurements

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

Source: cited_works

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 8a91ce66-b3ed-4a11-85ec-a2b12bb902c8 · inbound

DIRECTOR: Dynamic Index-based Recommendation with Transport-Optimized Retrieval cites this paper.

DIRECTOR: Dynamic Index-based Recommendation with Transport-Optimized Retrieval Generator and Critic: A Deep Reinforcement Learning Approach for Slate Re-ranking in E-commerce

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-01T16:28:16.774352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T16:28:16.774352Z digest=sha256:10d13c27164f7ae7d814be659e7ba47eb4bc84c73cc2454c6f94217417064e55

Observation 20859215-7af9-485c-a68f-c4efdbc6d9bc · inbound

PSG: Pair-Space Generation for Efficient Generative Reranking cites this paper.

PSG: Pair-Space Generation for Efficient Generative Reranking Generator and Critic: A Deep Reinforcement Learning Approach for Slate Re-ranking in E-commerce

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-01T16:17:55.161387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T16:17:55.161387Z digest=sha256:00d5011dcbed5d9e79d2791e95e9f2d218692b637502c4a7a192d1c6f04c0b2d