Comparing Contextual and Static Word Embeddings with Small Data

Knowledge Triples

Source Entity	Relationship	Target Entity
Contextualized Models Method	comparesWith	Static Models Method
Domain Specific Word Representations Material	trainedOn	Philosophical Data Material
ELMo Method	trainedOn	Philosophical Data Material
Embedding Evaluation Task	evaluatedIn	Conceptual Network Material
Merging Embeddings Method	enhances	TaskPerformance Metric
Word2Vec Method	trainedOn	Philosophical Data Material
Word Embeddings Material	trainedOn	General Corpora Material