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Paper Citation Record · LEDGER

Negative Sampling in Knowledge Graph Representation Learning: A Review

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2402.19195.

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

pith.paper-citation-record.v1
2402.19195 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:52:39.984338Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T10:37:15.180346Z

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 ce882abc-d145-4670-a007-f6bbd617147d · inbound

Domain and Range Aware Synthetic Negatives Generation for Knowledge Graph Embedding Models cites this paper.

Domain and Range Aware Synthetic Negatives Generation for Knowledge Graph Embedding Models Negative Sampling in Knowledge Graph Representation Learning: A Review

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-12T14:52:39.984338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:52:39.984338Z digest=sha256:2316089dd6ae4392174e97bf45aeb651c717d892fb169d74879d020b271eab0d

Observation cd7c6eae-61db-4775-b3c2-4bcb51eacad7 · inbound

Towards Pattern-aware Data Augmentation for Temporal Knowledge Graph Completion cites this paper.

Towards Pattern-aware Data Augmentation for Temporal Knowledge Graph Completion Negative Sampling in Knowledge Graph Representation Learning: A Review

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-10T23:00:32.377107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:00:32.377107Z digest=sha256:d95694cbcf75b9b0131e8929cb5faa7ef9f832bb3b3689198053ef47e0b7da5a

Observation d1681521-6325-4666-b4b8-96edaaac51c0 · inbound

Diffusion-based Hierarchical Negative Sampling for Multimodal Knowledge Graph Completion cites this paper.

Diffusion-based Hierarchical Negative Sampling for Multimodal Knowledge Graph Completion Negative Sampling in Knowledge Graph Representation Learning: A Review

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-10T14:25:19.498823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:25:19.498823Z digest=sha256:1a855aaa30b149c978459663c9061d8182d2f6b0c469bbdf5176c753bcf5123f

Observation bf1d6daa-5373-4551-b0bd-8e0c3126246c · inbound

T-TExTS (Teaching Text Expansion for Teacher Scaffolding): Enhancing Text Selection in High School Literature through Knowledge Graph-Based Recommendation cites this paper.

T-TExTS (Teaching Text Expansion for Teacher Scaffolding): Enhancing Text Selection in High School Literature through Knowledge Graph-Based Recommendation Negative Sampling in Knowledge Graph Representation Learning: A Review

Reference 52

Resolution
verified exact
arxiv_id, observed 2026-05-19T10:37:15.181752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T10:33:47.374264Z digest=sha256:9b586894a08583e4955c43091b4bc31337e260866899c7ae6003fa5fb82f82b4

Observation 60736ee6-e846-4b71-98ed-662674769eed · inbound

Enhancing PyKEEN with Multiple Negative Sampling Solutions for Knowledge Graph Embedding Models cites this paper.

Enhancing PyKEEN with Multiple Negative Sampling Solutions for Knowledge Graph Embedding Models Negative Sampling in Knowledge Graph Representation Learning: A Review

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-05T23:17:25.160547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:17:25.160547Z digest=sha256:29726992800d58eb022910e83dee9d0a2bd6550b8bc9b83a3c1d4e2d34b1c99c