Who did what to Whom? Language models and humans respond diversely to features affecting argument hierarchy construction

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Knowledge Triples

Source Entity	Relationship	Target Entity
Agency OtherEntity	affects	Argument Hierarchy OtherEntity
Argument Hierarchy OtherEntity	analyzedIn	Chinese Structure NP1+BA/BEI+NP2+VP Material
Individuation OtherEntity	affects	Argument Hierarchy OtherEntity
Pre-trained Transformer-based Language Models Method	appliedIn	Natural Language Processing OtherEntity
Pre-trained Transformer-based Language Models Method	integrates	Semantics Task
Pre-trained Transformer-based Language Models Method	integrates	Syntax OtherEntity
Telicity OtherEntity	affects	Argument Hierarchy OtherEntity