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word2vec-SkipGram

MachineLearningTask AIO:word2vecSkipGram NOT_REVIEWED
A word2vec that predicts surrounding context words from the current word, giving more weight to nearby context words than distant ones.
Ontology IRI: https://w3id.org/aio/word2vecSkipGram

Ontology Structure & Relationships

Parent Classes
Branches
MachineLearningTask

Annotations & Sources

Synonyms:
  • W2V-SkipGram exact
  • SkipGram related
Definition Sources:
Subsets:
  • https://w3id.org/aio/NetworkSubset

Curated AIMech Concepts Grounded to this Class

1 Concept
Curated Concept Kind Mapping Relation Rationale
GloVe
AIMech:GloVe
 Algorithms related_match The existing word2vec concepts use different training objectives. RepresentationLearning is defined as a deep neural network in this pin, so using it as a parent would need an upstream abstraction correction. Mapping is local curation, not an upstream subclass assertion.

Import Provenance & Upstream Synchronization

Source Repo: AIO GitHub
Release Version: aio.json
Commit: 397851c547…
License: CC-BY-4.0
Imported At: 2026-10-10T07:34:10Z
SHA256: 8f741d71408c…
Source File: data/aio/word2vecSkipGram.yaml