Semantic Role Labeling with Pretrained Language Models for Known and Unknown Predicates

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Knowledge Triples

Source Entity	Relationship	Target Entity
Argument Classification Method	uses	FrameBank Material
Argument Classification Method	uses	Pre-Trained Embeddings Material
Argument Classification Method	uses	Russian Semantically Annotated Corpus Material
Pre-Trained Embeddings Material	includes	BERT Method
Pre-Trained Embeddings Material	includes	ELMo Method
Pre-Trained Embeddings Material	includes	FastText Method
Pre-Trained Embeddings Material	includes	Word2Vec Method
Semantic Role Labeling Task	includes	Argument Extraction Task
Semantic Role Labeling Task	includes	Global Scoring Method