Paper Citation Record · LEDGER

Negative Sampling in Knowledge Graph Representation Learning: A Review

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 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 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T06:02:34.537423Z

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.

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.

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.

Observation 1001691f-59bc-4c0d-8043-fd1ab3cd944c · inbound

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects cites this paper.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Negative Sampling in Knowledge Graph Representation Learning: A Review

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T06:02:34.537423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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 2026-08-19T06:32:44.657259+00:00.

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.