Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Cross-Batch Negative Sampling for Training Two-Tower Recommenders
As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2110.15154.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T01:33:19.237845Z
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 5cf09762-6794-4d90-aea6-fb44f4f54e01 · inbound
The Case Against Generation for Retrieval: Discriminative Language Models as Effective Retrievers cites this paper.
The Case Against Generation for Retrieval: Discriminative Language Models as Effective Retrievers Cross-Batch Negative Sampling for Training Two-Tower Recommenders
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T02:46:10.816022Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 872e1824-d229-4dad-882b-f6d4a09aa627 · inbound
The Case Against Generation for Retrieval: Discriminative Language Models as Effective Retrievers cites this paper.
The Case Against Generation for Retrieval: Discriminative Language Models as Effective Retrievers Cross-Batch Negative Sampling for Training Two-Tower Recommenders
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T01:33:19.237845Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.