Research Article

[Retracted] Fine-Tuning Word Embeddings for Hierarchical Representation of Data Using a Corpus and a Knowledge Base for Various Machine Learning Applications

Table 1

Benchmark datasets for the supervised hypernym identification task.

Dataset#InstancesRatio pos/neg

KOTLERMAN2,9400.42
BLESS14,5470.11
BARONI2,7700.98
LEVY12,6020.08
WEEDS2,0330.98