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Paper Citation Record · LEDGER

On the Effectiveness of Sampled Softmax Loss for Item Recommendation

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2201.02327.

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

pith.paper-citation-record.v1
2201.02327 v2

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 2026-08-16T06:30:59.297886+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T18:47:17.014804Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T04:57:48.795710Z

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 9479d433-170a-4a79-82db-47032b994ff6 · inbound

Scaling Sequential Recommendation Models with Transformers cites this paper.

Scaling Sequential Recommendation Models with Transformers On the Effectiveness of Sampled Softmax Loss for Item Recommendation

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-11T18:47:17.014804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T18:47:17.014804Z digest=sha256:faf1f4ef68fbea3dcb7a2208c0f13e5ad1c3cc5ca3c4bbeb82049b9d77af5b3d

Observation eb545d1a-9bb4-4bfb-956f-68e674841780 · inbound

NDCG-Consistent Softmax Approximation with Accelerated Convergence cites this paper.

NDCG-Consistent Softmax Approximation with Accelerated Convergence On the Effectiveness of Sampled Softmax Loss for Item Recommendation

Reference 59

Resolution
verified exact
local_arxiv, observed 2026-08-07T04:57:48.804669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:57:48.709334Z digest=sha256:3ef7d625a1a7dd1213ee6b81d36e0a881f8e14ca656923166a020486fff5c7f7